Attention Insight vs Formula Bot
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Attention Insight | Formula Bot |
|---|---|---|
| Primary Use | Design attention heatmaps & validation | Data analytics & SQL generation |
| Key Feature | AI attention heatmaps (96% accuracy) | Natural language querying |
| Integration | Figma, Chrome, Adobe products | Google Sheets, BigQuery, Snowflake, MySQL, etc. |
| Best For | UX designers & marketers | Business owners & non-technical analysts |
| Automation | Not applicable | Scheduled reporting with Playbooks |
If you need to analyze numbers and generate insights without coding, Formula Bot is the clear choice with its SQL generation and dashboard builder. Attention Insight is purpose-built for designers validating visual hierarchy—completely different tools for different jobs. Base your pick on whether your primary pain point is data analysis or design optimization.
AI attention heatmaps & design analytics for instant visual validation
Visit Website
AI data analyst: ask questions in plain English, get charts and reports instantly.
Visit WebsiteWhat real users say: Attention Insight vs Formula Bot
Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.
Attention Insight
40 mentions across 3 sources · 62% positive — mixed (averaged across 3 sources)
YouTube, Product Hunt, Lemmy
What users praise
- • Fast, instant attention heatmaps and clarity scores that save time.
- • Easy to use with intuitive UI, praised by Product Hunt users.
- • Cost-effective alternative to expensive eye-tracking studies.
- • Helpful for testing design variations and CTA visibility.
What frustrates them
- • AI predictions may not match real eye-tracking accuracy for all designs.
- • Limited community feedback after 2022; long-term reliability unclear.
- • Not a substitute for actual usability testing with real users.
- • Video attention testing limited to 1 second on Pro plan.
Researched Aug 28, 2026
Formula Bot
22 mentions across 2 sources · 50% positive — mixed (averaged across 2 sources)
YouTube, Lemmy
What users praise
- • Plain-English queries give non-technical teams instant insights from data.
- • Connects to BigQuery, Snowflake, MySQL — beyond what Excel Copilot offers.
- • AI Dashboard Generator builds interactive dashboards from simple descriptions.
- • Code transparency lets you view and export Python, SQL, or R.
What frustrates them
- • Copilot already provides similar spreadsheet analysis for Microsoft 365 users.
- • Independent reviews are scarce — most buzz is the company's own marketing.
- • No verified user feedback on SQL accuracy or reliability exists yet.
- • Pricing structure is unclear beyond the listed $18/month starting point.
Researched Aug 7, 2026
Who should pick which
- Solo founder with messy spreadsheetsPick: Formula Bot
Can upload Excel/CSV, ask questions in plain English, and get immediate charts—no coding needed. SQL generation helps if you later need to query databases.
- UX designer testing ad layoutsPick: Attention Insight
AI heatmaps and Clarity Score help quickly see if your CTA is noticed. Figma plugin keeps workflow seamless.
- Marketing analyst automating weekly reportsPick: Formula Bot
Scheduled Playbooks can refresh reports from Google Analytics or BigQuery without manual work.
- Agency pitching design changes to clientPick: Attention Insight
Share report links showing attention percentages and side-by-side comparisons provide data-backed rationale.
- Non-technical manager needing SQL queriesPick: Formula Bot
Describe the query in English and get SQL code—no need to learn syntax.
Frequently Asked Questions
Attention Insight vs Formula Bot: which should you choose?
If you need to analyze numbers and generate insights without coding, Formula Bot is the clear choice with its SQL generation and dashboard builder. Attention Insight is purpose-built for designers validating visual hierarchy—completely different tools for different jobs. Base your pick on whether your primary pain point is data analysis or design optimization.
Can Formula Bot generate heatmaps like Attention Insight?
No—Formula Bot focuses on data analytics, not visual attention prediction. For heatmaps on designs, use Attention Insight.
Does Attention Insight support data analysis or SQL generation?
No—it is a design validation tool, not a data analytics platform.
Which tool integrates with Figma?
Attention Insight offers a Figma Visual Usability Checker plugin. Formula Bot does not integrate with Figma directly.
Which tool has a free tier good for occasional use?
Both have free tiers. Attention Insight's free credits are suitable for occasional design testing; Formula Bot's free tier includes limited queries.
Can I schedule automated reports with Attention Insight?
No—scheduled reporting is a Formula Bot feature via Playbooks.
Is there a learning curve for non-designers using Attention Insight?
Minimal: upload a design, get a heatmap. The results are visual and intuitive.
Can Formula Bot handle data from BigQuery or SQL databases?
Yes—it connects directly to BigQuery, Snowflake, MySQL, PostgreSQL, and others.
Does Attention Insight test video ads?
Yes—Pro lets you test 1-second video per credit, and Hero supports up to 30-minute videos.
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Last reviewed: July 30, 2026