Attention Insight vs Formula Bot
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Attention Insight | Formula Bot |
|---|---|---|
| Pricing | Free tier; paid credits-based | Free tier; paid from $18/mo |
| 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
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Ask questions in plain English, get insights, charts & dashboards from your data fast.
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
36 mentions across 3 sources · 65% positive
Product Hunt, Bluesky, Lemmy
What users praise
- • Saves time and money compared to traditional eye-tracking studies.
- • Super easy to use with an intuitive UI.
- • Provides objective heatmaps for CTA visibility and banner design.
- • Supports rapid iteration before creating web versions.
What frustrates them
- • No long-term community feedback beyond Product Hunt launch.
- • Accuracy claimed at 96% but no independent validation found.
- • Cannot replace real usability testing with users.
- • Video testing on Pro limited to 1 second per credit.
Researched Jul 25, 2026
Formula Bot
34 mentions across 3 sources · 32% positive — critical
YouTube, Bluesky, Lemmy
What users praise
- • Natural language to Excel/Sheets formula generation saves time for non-coders.
- • Broad data connectivity includes databases, cloud storage, and Google Sheets.
- • Supports SQL generation, sentiment analysis, and web scraping from plain English.
- • Code transparency (Python, SQL, R) allows export and verification of outputs.
What frustrates them
- • Increasingly redundant with Microsoft Copilot for Excel now widely available.
- • Most community buzz is promotional, lacking critical independent assessments.
- • No deep data on handling complex datasets or large-scale analytics reliably.
- • Limited community feedback on support quality and responsiveness.
Researched Jul 17, 2026
Feature-by-feature
Formula Bot focuses on data analysis: users can query data in natural language, generate charts and dashboards, transform data, analyze text sentiment, and even auto-generate SQL or Python code. It connects to databases (BigQuery, Snowflake, MySQL) and cloud storage (Google Drive, OneDrive), making it a centralized analytics hub. Attention Insight is a specialized design validation tool: it predicts where users look using AI heatmaps trained on real eye-tracking data, providing Clarity Score, Focus Score, and contrast maps. It supports side-by-side design comparison and video attention testing (Pro: 1s per credit; Hero: 30-min videos). While Formula Bot enables data-driven decisions, Attention Insight quantifies visual attention to improve layouts. The tools address distinct domains: Formula Bot deals with structured data, Attention Insight with visual design elements.
Pricing compared
Both offer freemium models, but their pricing structures diverge. Formula Bot’s paid plans start at $18/month, providing a predictable monthly subscription. Attention Insight uses a credit-based system—likely credits per heatmap or test—which can be more cost-effective for low-volume users but may scale up quickly for frequent testing. For budget-conscious teams, Formula Bot’s flat pricing is simpler; for casual design validation, Attention Insight’s free tier may suffice, but high-volume professional use might require pricier plans. Evaluate expected usage volume.
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
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