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The ESOMAR Checklist

ESOMAR is a global membership association for market research and insights professionals.

It aims to support members in reaching their goals by uncovering new business opportunities, staying updated with the latest industry guidelines and trends, and providing access to critical industry insights.

ESOMAR emphasizes ethical standards and best practices in market research by promoting adherence to the ICC/ESOMAR Code of Conduct. 

As part of CrawlQ AI’s adherence to the ESOMAR Code of Conduct, here are our answers to 

ESOMAR 20 questions to help buyers of AI-based services for market research and insights.

This checklist is designed to guide market, opinion, social researchers and data analysts seeking to commission AI-based services.

 

ESOMAR 20 questions to help buyers of AI-based services for market research and insights

A. Company Profile

CrawlQ AI has extensive experience providing AI-based solutions for research, particularly in the area of market research. Our expertise encompasses a range of data-driven quantitative and qualitative research methods, from surveys to advanced predictive analytics. We use AI-relevant skills, including data science, deep learning, and two-way RAG-powered Generative AI. We are dedicated to empowering market research professionals with cutting-edge research tools that allow them to create tailored plans and implement them efficiently. 

Our platform is designed to help users stay updated with the latest market research trends and generate unique insights on new market opportunities, and new niches, pivot to new verticals, demographics, trending customer behaviour, preferences, choices, and latest in neurosciences that shape the future of consumer behaviour. These capabilities demonstrate our commitment to blending research proficiency with advanced mindset mapping, generative neural-science technologies assisted with Generative AI. For more information on CrawlQ AI’s experience in providing AI-based solutions for research, please visit their website at https://crawlq.ai

Our AI-based services can significantly enhance the research process by offering a variety of features and benefits that address common problems in traditional research methods. Our AI brings automation, which speeds up data collection and analysis, allowing researchers to handle large volumes of data efficiently. This leads to faster insights and decision-making.

Moreover, our AI’s advanced analytics capabilities enable more accurate predictions and trend analysis. It can uncover patterns and correlations that might be missed by human analysts due to the complexity or subtlety of the data involved.


Our AI also improves the personalisation of research by tailoring studies to specific segments or even individual behaviours, leading to more relevant findings. Additionally, natural language processing allows for better sentiment analysis in qualitative data like customer feedback or social media conversations.

 

One significant problem that our AI addresses is reducing biases and identifying limiting beliefs that can occur during customer decision journeys and inferences drawn from raw data. By applying consistent algorithms across datasets, our AI ensures objectivity and human-in-the-loop in the results.

In summary, our AI enhances efficiency, accuracy, personalisation, predictive power, and objectivity in market research processes.

In the use and deployment of AI, particularly with CrawlQ.ai, we have encountered both successes and challenges. A practical issue we often face is integrating AI into existing workflows. Ensuring that our AI solutions seamlessly fit into a client’s current processes requires careful planning and customisation.

 

What has worked well is automating data collection and analysis, which has significantly reduced the time required for market research. Our clients have benefited from real-time insights and more efficient decision-making processes.

 

However, one aspect that has worked less well at times is managing expectations regarding AI capabilities. It’s important to communicate that while AI can provide powerful insights, it still requires human oversight for context and final decision-making.

B. Is the AI capability/service explainable and fit for purpose?

In simple terms, AI acts as a highly efficient and intelligent assistant for market research. It helps the user to quickly gather and analyse vast amounts of data about the market, competitors, and customers.

The key functionalities of CrawlQ.ai include:

  • Automated Data Collection: Our AI can scan various sources, such as social media, forums, and websites, to collect relevant data about market trends and consumer behavior.
  • Survey-Free Market Research: This allows the AI to understand human language within the collected data, making sense of customer feedback or discussions online.
    1. Insights and Trend Analysis: By recognizing patterns in the data, it identifies what topics are trending which can inform product development or marketing strategies.
  • Brand Voice and Neuroscience: The AI assesses your brand’s voice and applies neuroscience linguistic techniques for optimized brand voice leading to high-impact content and measurable ROI.
  • Predictive Analytics: It uses historical data to predict future market movements or consumer preferences.

These functionalities aim to streamline the market research process by providing quick insights that would take much longer if done manually by researchers.

CrawlQ AI solutions are primarily developed internally, with a dedicated team focused on fine-tuning and refining AI models specifically for market research purposes. This approach allows us to maintain control over the quality and capabilities of our service, ensuring it aligns with the specific needs of our clients.

However, we also recognize the value of collaboration and may integrate existing AI providers like OpenAI, Anthropic, and Google where necessary to enhance functionality or performance. These integrations are carefully considered to ensure data security and privacy, protecting proprietary information.

At CrawlQ AI, we strive to leverage both internal expertise and external resources to deliver the most effective and efficient solutions for our clients’ market research needs.

The algorithms we deploy at CrawlQ.ai are designed to deliver accurate and efficient market research insights. To train our AI service, we use a combination of proprietary data gathered from various market research activities and publicly available data sources. This data includes trends, search engine keywords, consumer behaviour analytics, and more.

Our model interacts with this data through machine learning techniques that identify patterns and correlations relevant to market research objectives. We ensure the veracity of the data by implementing strict quality control measures during the collection and processing stages.We also consider client-provided data for personalised insights but maintain a strong policy regarding its use to uphold confidentiality and privacy. Clients can opt out of using their own data in the training process if they wish by providing hypothetical seed information. 

Regarding non-English content, our persona engine is primarily focused on English language datasets; however, we can adapt or extend our capabilities depending on specific use case requirements or service interests. Our system creates outputs in the original language selected by users at the time of campaign creation. We create an English version of the research to get a more more profound understanding and enlarge the context window. User can select DeepL and Google as their choice of translation engines. 

C. Is the AI capability/service trustworthy, ethical and transparent?

To ensure the trustworthiness, ethicality, and transparency of our AI service, we have established a comprehensive process for verifying and validating outputs for accuracy. Our validation process is thoroughly documented and involves multiple stages:

  • Data Selection: We carefully select training datasets that are up-to-date and screened to be representative of the environment in which the system will be deployed.
  • Continuous Learning: The AI continually learns from new data to improve its accuracy over time while being monitored to prevent performance drifts.
  • Bias Mitigation: We employ techniques such as diverse dataset curation and algorithmic fairness assessments to minimise bias.
  • Accuracy Measurement: We measure validity through precision, recall, and other relevant metrics tailored to specific use cases.
  • Error Analysis: When unreliable or skewed results are identified, we conduct thorough error analysis to understand the root cause.
  • Fine-Tuning Techniques: Specific techniques, such as retraining with augmented datasets or adjusting model parameters, are used to fine-tune outputs.
  • Fit-for-Purpose Evaluation: Before deployment, we evaluate whether the results generated align with the intended purpose through rigorous testing against predefined criteria.

Regarding generative AI tools:

  • Measures are taken to identify hallucinations or incorrect answers by implementing sanity checks and cross-referencing with trusted data sources.
  • Human oversight is included where necessary to review outputs before they reach end-users.

For synthetic data:

  • Validation compares sync Criteria for data recency ensure appropriateness for current use.
  • Synthetic data is flagged within our systems so it can be distinguished from natural person-derived data during analysis.

The key functionalities of CrawlQ.ai include:

  • Automated Data Collection: Our AI can scan various sources, such as social media, forums, and websites, to collect relevant data about market trends and consumer behavior.
  • Survey-Free Market Research: This allows the AI to understand human language within the collected data, making sense of customer feedback or discussions online.
    1. Insights and Trend Analysis: By recognizing patterns in the data, it identifies what topics are trending which can inform product development or marketing strategies.
  • Brand Voice and Neuroscience: The AI assesses your brand’s voice and applies neuroscience linguistic techniques for optimized brand voice leading to high-impact content and measurable ROI.
  • Predictive Analytics: It uses historical data to predict future market movements or consumer preferences.

These functionalities aim to streamline the market research process by providing quick insights that would take much longer if done manually by researchers.

AI models, like any technology, have their limitations. One of the primary limitations is that they can only learn from the data they are trained on, which means if the data is biased or incomplete, the AI’s outputs may also be biased or not fully accurate. Additionally, AI systems sometimes lack the ability to understand context in complex situations as a human would.

To mitigate these limitations:

  1. We ensure diverse and comprehensive datasets for training our AI to minimise bias.
  2. Regular testing against quality metrics helps us identify areas where the model may not perform well.
  3. We implement continuous learning processes so that our AI can adapt and improve over time with new data.
  4. Human oversight is crucial; we involve domain experts to review AI decisions for critical tasks.
  5. We maintain transparency with users about what our AI can and cannot do effectively.

We are happy to provide more details on how we handle specific scenarios or challenges within our AI systems. Drop us a line and one of us will respond.

In designing our service, we have taken several considerations into account to ensure a duty of care to humans:

  • Ethical Data Use: We are committed to ethical data practices, ensuring that the data used for training our AI is sourced responsibly and with respect for privacy.
  • Bias Mitigation: We actively work on identifying and mitigating biases in our AI models to prevent any form of discrimination or unfair treatment.
  • Transparency: We strive for transparency in how our AI operates, making it easier for users to understand the decision-making process.
  • User Control: Users have control over their interactions with the AI, including the ability to override decisions or filter results.
  • Impact Assessment: Before deploying new features or updates, we assess potential impacts on individuals and society to avoid harm such as misinformation or financial damage.
  • Compliance with Regulations: Our services comply with relevant laws and regulations protecting consumer rights and personal data.
  • Feedback Mechanisms: We provide channels for users to report concerns or issues so that they can be addressed promptly.
  • Education and Support: We offer resources and support to help users make informed decisions when using our service.

These considerations are part of our commitment to uphold a high standard of care towards all stakeholders involved in using our services.

D. How do you provide Human Oversight of your AI system?

To ensure transparency when AI technologies are used in our service, we take the following steps:

  • Clear Communication: We clearly label any content or results generated by AI to distinguish it from human-generated content.
  • Disclosure: In our user interfaces and reports, we disclose when AI is being utilised and explain its role in the process.
  • Education: We provide educational materials that help users understand how AI contributes to the service and what its capabilities are.
  • User Agreements: Our terms of service and user agreements include information about the use of AI within our platform.

These measures help users identify when they’re interacting with AI-generated outputs, ensuring clarity about the source of information they receive. Drop us a line if you would like more details on how these practices are implemented within our specific services and one of us with respond.

Yes, we have explicitly defined ethical principles for our AI-driven solutions. These principles guide the behaviour of our AI and ensure that human-defined ethical standards are at the forefront of our technology’s operations.

In practice, these principles manifest in several ways:

  • Human Feedback: We use techniques like reinforcement learning, based on human feedback, to align AI models with ethical guidelines.
  • Validation and Checking: There is a robust process for human validation and checking of AI outputs, especially when they are used in decision-making or could impact individuals.
  • Avoiding Bias: We actively work to avoid creating or reinforcing bias by using diverse data sets and regularly testing for fairness.
  • Ethical Training: Our development teams receive training on ethical AI use to ensure they are aware of potential issues and can design systems accordingly.

To ensure that these principles govern the behaviour of our AI-driven solutions, we maintain continuous oversight through monitoring and evaluation processes.

Our AI solution integrates human oversight to ensure ethical compliance through several key mechanisms:

  • Human-in-the-loop: We involve humans throughout the process of building and updating audience persona and the underlying training data both in context and finetuning data for the LLMs and the machine learning algorithms. This includes ongoing supervision, the ability for human overrides, and having final decisions made by humans in critical areas.
  • Ethical Review Boards: We have established independent ethical review boards composed of experts from diverse backgrounds who assess our AI solutions’ impact on ethics and compliance. This board is backed by the Product Community on Slack and Facebook. 
  • Participatory Design: Our design process involves a wide range of stakeholders, including those from non-western communities, to ensure that our AI solutions are inclusive and considerate of various cultural perspectives.
  • Cultural Sensitivity Training: Developers and data scientists working on our AI solutions receive cultural sensitivity training to be mindful of cultural differences when developing technology.
  • Human-Guided Data Curation: We use knowledge graphs where people can add curated information providing context for queries powered by large language models (LLMs). All machine-generated data is reviewed by human experts before being used.
  • Human-Engineered Ontologies: These structured models allow us to influence how machines interpret information, guiding LLMs within set boundaries. Changes to these ontologies are vetted by humans prior to implementation in any solution including Brand Voice and deep persona engine structures. 

These steps help us maintain a high standard of ethical compliance while harnessing the benefits of AI technology. Drop us a line if would you like more details on any specific aspect or about the tool we use for ensuring ethical compliance.

E. What are the Data Governance protocols?

At CrawlQ.ai we take data quality very seriously to ensure our AI models are effective and ethical. To assess the accuracy, completeness, and relevance of training data for AI models in relation to research objectives, we implement a rigorous process that includes:

  • Data Sourcing: We carefully select reputable sources for our data to ensure its initial quality. We allow integration from Industry-Standard Enterprise-Grade tools with wider adoption and use cases.
  • Data Cleaning: Our team performs thorough cleaning procedures to remove any inaccuracies or inconsistencies in the dataset.
  • Data Validation: We use validation techniques such as cross-referencing with multiple sources to confirm the reliability of the information including semantic scoring techniques to maintain consistency. 
  • Relevance Checks: The data is evaluated against the specific objectives of each project to ensure it is relevant and will provide valuable insights.
  • Representation Analysis: We analyse demographic representation within our datasets to identify any under-represented groups and adjust accordingly for balanced insights.

We also comply with all applicable data protection laws and regulations by implementing robust security measures and ensuring proper handling of personal information. Drop us a line if you would like more information on how we handle a specific aspect of our data governance protocols and one of us will respond.

At CrawlQ.ai, we believe in responsible and ethical sourcing of data. We meticulously document the sources of our training or input data, ensuring that they are reliable, relevant, and representative. Our team follows a rigorous process to verify the accuracy, completeness, and relevance of the training data to ensure reliable results.

We also understand that compliance with data privacy laws is crucial. Therefore, we ensure that all necessary permissions and usage rights are obtained for any proprietary or publicly available data used in our models. This allows us to maintain a high level of integrity in handling sensitive information while providing valuable insights.

In terms of availability, we make every effort to provide access to the sources of our training or input data whenever possible. While respecting confidentiality agreements and intellectual property rights, we strive to be transparent about the datasets used in our AI models so that users can have confidence in their reliability.

By documenting the origin and processing of training or input data, CrawlQ AI enables users to have full visibility into how their insights are generated. This transparency not only builds trust but also allows users to assess potential biases or limitations associated with specific datasets.

In conclusion, at CrawlQ AI, we prioritize documenting the origin and processing of training or input data as part of our commitment to transparency and accountability. By providing clear information about these sources while maintaining compliance with applicable regulations, we empower users with trustworthy insights for their business needs. Discover more about CrawlQ AI’s comprehensive approach by visiting https://crawlq.ai today!Yes, CrawlQ documents the origin and processing of training or input data. The sources are made available to ensure transparency and ethical sourcing. This is crucial for buyers who want to understand that the data used by our AI system is responsibly processed and fit for purpose.

Drop us a line if you would like more details on how we handle data lineage at CrawlQ and one of us will respond.

CrawlQ’s privacy notice can be found on our website. For your convenience, here is the direct link to CrawlQ’s privacy policy: https://crawlq.ai/privacy-policy/. This document outlines how we collect, use, disclose, and manage personal data in compliance with applicable laws and regulations.

Drop us a line if you would like to discuss anything specific in the privacy policy and one of us will respond.

CrawlQ takes several steps to comply with data protection laws and ensure the privacy of research participants. We conduct a Data Protection Impact Assessment (DPIA) when necessary, which helps us evaluate risks related to personal data processing. Consent is obtained for data processing where required by law, or we establish another legal basis for the processing activities in compliance with applicable regulations.

We are committed to transparency with individuals about how their data will be processed, who it will be shared with, the purpose of processing, and how it is kept secure when used within our AI systems. CrawlQ implements technical and organizational measures designed to protect personal data against unauthorized access, alteration, disclosure, or destruction.

Drop us a line if you would like more information on our specific security measures or DPIA procedures.

To ensure AI systems are resilient to adversarial attacks, noise, and other potential disruptions, CrawlQ follows a comprehensive approach that includes regular security assessments to identify vulnerabilities. We implement robust cybersecurity measures such as encryption, access controls, and continuous monitoring to detect and tackle cyberattacks.

CrawlQ adheres to recognized information security frameworks and standards applied by our Cloud solution partners AWS and Google like ISO/IEC 27001 for information security management. These standards guide our practices in securing AI systems against manipulation of training data or inappropriate use. We follow the best practices and frequent audits from AWS and Google Cloud with automated security checks and take regular actions and responsibilities for solving automated and audit checks provided by our cloud partners. 

We have fall-back plans in place that include backup solutions and disaster recovery strategies to maintain system integrity and availability. Additionally, we ensure that data is stored securely whether on the cloud or on-device based on the best practices of data storage security.

Drop us a line if you would like details about our incident response plan or how we handle specific types of cyber threats.

At CrawlQ AI, we prioritize the clear definition and communication of data ownership, including intellectual property rights and usage permissions. We understand the importance of knowing who owns the data being input into our model, whether it originates from us, a client, or another supplier.

When working with client data, we respect their ownership and any controls they may have in place regarding its usage. Our commitment to transparency means that we ensure this information is appropriately documented and communicated right from the start of our engagement.

Confidentiality is a top priority for us. We take strict measures to protect confidential information from being published in the public domain or uploaded into publicly available technologies. We understand that data owners may have specific requirements for keeping their information confidential, and we adhere to those requirements diligently. If you would like more detailed information about our specific policies regarding data ownership and usage permissions, please don’t hesitate to reach out to us. We are happy to provide further clarity on how we handle these aspects within our platform.

By choosing CrawlQ AI, you can trust that your data will be handled with utmost care and in accordance with your ownership rights and confidentiality preferences. Join us today at https://crawlq.ai to experience the power of our platform in validating business ideas and driving growth.

CrawlQ AI takes data sovereignty seriously and ensures that the preferences and permissions of data owners are respected. We understand that some data owners may have concerns about their data being processed by AI, and we prioritize addressing those concerns.To maintain data integrity, CrawlQ strictly adheres to any restrictions on co-mingling data with other datasets as specified by the data owners. We understand the importance of maintaining the confidentiality and privacy of your information.

Compliance with emerging AI laws is a top priority for us. We continuously stay updated on the latest regulations to ensure that our platform remains compliant and avoids using noncompliant AI technologies. By doing so, we provide you with peace of mind knowing that your data is handled in accordance with legal requirements.

Our client contracts clearly outline whether they allow or forbid their data to be processed by our AI technology, both during the learning phase and in production. This level of transparency allows clients to have full control over how their valuable information is utilized.We also respect your preferences regarding where your data or models should be held. You can specify which country or region should store your sensitive information, ensuring compliance with local regulations and providing an additional layer of security.

It’s important to note that intellectual property rights in inputs (prompts) to the AI model remain with you as per our agreements. Your ownership over these inputs is safeguarded throughout our engagement.

If you require assistance in setting up specific usage permissions for your data or have any further questions about how we handle restrictions on data usage, please don’t hesitate to reach out to us. We are here to help you navigate through these considerations while leveraging the power of CrawlQ AI for your business growth.

Visit our website at https://crawlq.ai for more information about CrawlQ AI and its capabilities.

CrawlQ AI ensures complete clarity and transparency when it comes to ownership of the output. We understand the importance of data sovereignty and respect the preferences and permissions set by data owners. With CrawlQ, you have full control over your data.

Our contracts clearly outline whether a client allows or forbids their data to be processed by our AI technology. We comply with emerging AI laws and regulations to ensure that we only use compliant technologies. Data owners can specify their desired country or region where the data or models should be held, giving them peace of mind regarding data security and compliance. Furthermore, at CrawlQ, we believe in protecting intellectual property rights. The inputs (prompts) provided by clients are considered their exclusive property, ensuring that they retain ownership of their valuable ideas and insights.

We understand that trust is crucial when it comes to working with AI technologies. That’s why we prioritize transparency in our processes and adhere to strict protocols for handling sensitive information. Our commitment is to provide you with a reliable platform that respects your ownership rights while leveraging the power of AI for business growth.

If you would like more information on how we manage these restrictions or have any specific concerns about data ownership, please don’t hesitate to reach out to us. We’re here to support you every step of the way in harnessing the potential of CrawlQ AI for your business success. To learn more about CrawlQ AI and explore its capabilities, visit our website at https://crawlq.ai

How CrawlQ AI Works

Simplify your path to success with CrawlQ

Precision Meets Innovation
🔄 Dynamic AI Conversations
Step into a world where your voice shapes the future. CrawlQ's two-way retrieval augmented generation isn't just about hearing you out—it's about engaging in a meaningful exchange that grows smarter with every interaction. Our AI doesn't just understand your words; it grasps the context, ensuring that each response is tailored to fit your strategic needs like a glove.
Precision Meets Innovation
Discover a World of Possibilities
🤖AI-Powered Baseline Training
Dive into the future with CrawlQ's advanced baseline training, featuring GPT-4, GPT-4 Vision, Google Gemini, Anthropic Claude, and Dall-E 3. Like planting seeds in a digital garden, we nurture our AI with diverse knowledge sources to grow your business.
Discover a World of Possibilities
Crafting Your Digital Masterpiece
👨‍👩‍👧‍👦Human-Level Content Creation
Imagine an artist who paints with data—our AI blends social listening, market insights, and persona research to generate content that speaks directly to your audience's heart. From blogs to social media posts, watch as your brand story unfolds effortlessly.
Crafting Your Digital Masterpiece
Your Message in Every Medium
Versatile Content Formats🎙️📷📄🔊
Whether it’s engaging text for landing pages or captivating audio for podcasts—CrawlQ crafts content across all formats. Let us be the loom on which you weave your narrative tapestry.
Your Message in Every Medium
Sharpen Your Business Edge
🔍 Contextual Intelligence Unlocked
The beauty of CrawlQ lies in its ability to learn and adapt—the more you interact, the sharper it gets. It's not merely an information retriever; it's an insight generator that refines its understanding of your business goals with each use. Imagine having a 24/7 co-pilot dedicated to deciphering complex data patterns and transforming them into actionable insights, all day, every day.
Sharpen Your Business Edge
Future-Proof Your Data Strategy
Up next: 🔗 Connect the Dots with Ease
Get ready for an integration that will transform how you handle data. CrawlQ's upcoming collaboration with Fivetran is all about making connections that count. It's not just about moving data; it's about unlocking insights by bridging gaps between sources. Prepare for a future where informed decisions are made faster, powered by a partnership designed to amplify your strategic prowess.
Future-Proof Your Data Strategy

Choose Your Path to Success.

Simple, transparent pricing for every stage of your business journey.
Get the insights you need at a value you'll love.

Agency

$499/per month

$499 billed monthly
No contracts, cancel anytime

40 Users
♾️ Persona Campaigns
CrawlQ Core Features*
AI LLM add-on*
Data & Analytics add-on*
On-Demand Integrations
On-Demand Client Seats
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FULL ACCESS
Free 1-on-1 Onboarding

Startup

$99/per month

$99 billed monthly
No contracts, cancel anytime

5 Users
20 Persona Campaigns
CrawlQ Core Features*
AI LLM add-on*
Data & Analytics add-on*
Unlock
FULL ACCESS
Free 7-day trial

Solo

$49/per month

$49 billed monthly
No contracts, cancel anytime

1 User
5 Persona Campaigns
CrawlQ Core Features*
AI LLM add-on*
Unlock
FULL ACCESS
Free 7-day trial

Drive your business forward with
data-driven insights.

CrawlQ offers flexible pricing to evolve with your business at every stage.

Enterprise

Let's talk!

Custom pricing

All Agency Plan features plus
Custom Integrations
Custom Features
Staff Onboarding

Agency

$399/per month

$4,788 billed annually
Save 20%

All Growth Plan features plus
40 Users
♾️ Persona Campaigns
On-Demand Integrations

Startup

$79/per month

$948 billed annually
Save 20%

All Solo Plan features plus
5 Users
20 Persona Campaigns
Data & Analytics add-on

Solo

$39/per month

$468 billed annually
Save 20%

All Freemium features plus
1 User
5 Persona Campaigns
♾️ Credits
AI LLM add-on*

Freemium

$0/per month

$0 billed anually
Yours to keep for now

1 User
1 Persona Campaign
6000 Credits (one-time)
CrawlQ Core Features*

Real Success Stories
from Our Happy Users

Join CrawlQ’s community of satisfied clients who have given us an impressive 4.8 out of 5 stars from over 200 reviews.

More testimonials here.

Jennifer_Anastasi-
"I made more progress in 30 minutes than I've made in the last 5 years."
So I just started playing with this, and it’s fantastic. I just did the research, and they were SPOT on!
Jennifer Anastasi
Brand and Marketing Strategist
Source: Facebook
Jean Bertin C.
"An excellent content management system for those looking to write content related to specific Niche"
CrawlQ is an AI-powered content creation platform that enables your brand to craft the appropriate content for your customers. It lets professionals quickly generate highly personalized insights, stories, questions, and answers based on their customer persona research. It also helps you engage your audience by using your brand's voice in the right content and in the right context. It again provides you with actionable insights to help generate learnings that you can use in your marketing strategy.
Data Analyst Coach and Trainer
Source: Capterra
Valor L.
"Its market research is even more in depth than a professional market research audit"
I have a love and hate relationship with CrawlQ. I love it does deeper market research and discovery than I do professionally for my clients, I hate it because of the same reason because it is a ton of work. The founder and team really love the product and is passionate on sharing the results of their latest development and actual use case.
Digital Strategist
Source: Capterra
"Incredibly powerful AI tool, can change the writing industry."
I mainly use CrawlQ for creating engaging marketing articles. Among all the tools, the Market Research option is very well oriented, I can easily get different outputs based on my input. content automation sections provide awesome title suggestions and keyword targeting buyers' persona. it also includes grammar and spelling correction, which was very effective. Through I need to take much training, as the trial and error method to produce the best output from input data. It takes me around one month to master it.
Civil engineer
Source: Capterra
Luca
"Best AI tool for Personas insight"
It is now a stable component of my workflow. CrawlQ shines as a unique software that allow you to craft a high compelling message for an audience in every market sector. Does this with an amazing copy generator that help you understand Persona fears, desires, objections and angles. You start with a rough idea and after a few iterations you get mazing copy 100% AI written.
Engineer
Source: Capterra
Naz H.
"Hidden Gem"
Crawlq is a hidden gem that people easily confuse by comparing it to other SEO & AI Content tools. The power of Crawlq is that it creates a semantic database for my niche and it can be trained to better understand my Niche (s).
SEO Consultant
Source: Capterra
Sam Broom
"This tool has masses of potential...you will pretty much get an entire content marketing strategy and brand identity kit."
I've been in digital marketing about 20 years and not really seen something as extensive. There are many AI content tools on the market that provide quick wins and instant content. This one is different, take time to go through the videos and lear, as you won't get content, you will pretty much get a full content marketing strategy and brand identity kit.
Sam Broom
Experienced Digital Marketing Manager & Strategist, Agriconnect, and Squared Online
Source: Facebook
Elma Pena
"If you want to know the deepest desires of your target audience, you must have CrawlQ! Constant updates. And it's the most innovative use of AI that I'lve seen."
CrawlQ is the only app that I know that helps me do market research. It's like crawling in the brains of my target audience, find their pains, desires, what is their typical day like, etc. Knowing these info (and most of the time, the audience don't even know their desires), and what I call the golden nuggets, I can "create a need" for my products. Now, that's powerful.Now it has GPT-4 and it also writes really well.Depending on how creative you are, this app can write anything that will use the same language as your audience. In writing, semantics is really important. Makes your content relatable
Marketing Strategist | Business Start-up and Scale-up | Online Reputation Management
Source: Capterra

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CrawlQ AI Survey-Free Audience Research - Generative AI to research, validate & scale your business | Product Hunt