Attention Insight vs Mostly AI

Side-by-side comparison of features, pricing, and ratings

Analysis generated Live tool data as of 2026-10-30
Cross-checked through our multi-step verification ·
Saved

Attention Insight or Mostly AI: which should you choose?

DimensionAttention InsightMostly AI
PricingFreemium (free tier available; Pro/Hero paid plans)Contact sales (no transparent pricing)
Core CapabilityAI attention heatmaps for design validationSynthetic data generation with privacy guarantees
Target UserUX designers, marketers, product teamsData teams, ML engineers, enterprises
Key IntegrationFigma, Chrome, Adobe Creative CloudDatabricks, AWS, Snowflake, Kubernetes
DeploymentCloud-based (SaaS)Self-hosted (Kubernetes/OpenShift) or via API
Latest NewsInterviews on brand design, UX research, AI in growth (Jun-Jul 2026)LLM + Python approach for smart datasets (Jul 2025)
Attention Insight
Attention Insight

AI heatmap software that predicts where people look on your design or live page in seconds

Visit Website
Mostly AI
Mostly AI

MOSTLY AI generates privacy-safe synthetic tabular data via its TabularARGN engine and Apache v2 SDK.

Visit Website
Pricing
Paid
Contact Sales
Plans
Basic$31/mo
Pro$129/mo
Hero$324/mo
EnterpriseCustom
—
Popularity
4.2k views
7.3k views
Skill Level
Beginner-friendly
Beginner-friendly
API Available
Platforms
WebPluginAPI
WebAPI
Categories
🎭 Design & UI💰 Ad Creative & Media Buying
🏷️ Data Labeling & Training Data📊 Data & Analytics🔒 Security & Privacy
Features
AI attention heatmaps generated in seconds from an image, URL, or short video
Convolutional neural network trained on millions of real eye-tracking fixations
Clarity Score and Focus Score to test visual hierarchy
Percentage of Attention metric on individual design elements
Contrast map to expose weak visual hierarchy
Requestable AI recommendations on how to improve a design
Side-by-side comparison of design variations
Competitor visual benchmarking against your own creative
Video attention testing — 1-second clips on Pro, up to 30-minute clips on Hero
Figma Visual Usability Checker plugin
Chrome extension for testing live web pages (up to 3 page sections per credit)
Free Adobe Express add-on plus InDesign, Photoshop, and Sketch plugins
API access on Pro and Hero (credit converts to 4 API transactions)
Instant reports and shareable analysis links
Collaborate & Share workspace on Pro and above
Privacy-safe synthetic tabular and textual data generation via the TabularARGN engine
Apache v2 open-source Synthetic Data SDK, installed with pip install mostlyai
Train, inspect reports, and probe up to one million samples locally without data leaving your Python environment
Multi-table synthesis preserving referential integrity via primary keys and context foreign keys
Time-series and events data synthesis for sequential and relational datasets
Built-in differential privacy with temperature control for utility tuning
AI Assistant writes and runs Python code from natural-language prompts
Dialogue-based interface turning synthesis workflows into conversational steps (Nov 2025)
Mock data generation with relational coherence across linked tables
Simulated data for edge cases, what-if scenarios, and algorithm stress testing
Real-World Data mode surfaces insights from live systems such as Databricks
100x faster generator training with automated training and sampling
Quality reports on trained generators plus conditional and seeded generation
Conditional simulation, data imputation, rebalancing, and fair synthetic data options
Export trained generators to a file and upload them to the platform for sharing
Integrations
Figma
Chrome
Adobe Express
Adobe InDesign
Adobe Photoshop
Sketch
Databricks
Snowflake
Google BigQuery
AWS S3
Azure Blob Storage
Google Cloud Storage
MariaDB
Microsoft SQL Server
MySQL
Oracle Database
PostgreSQL
Apache Hive

What do real users say about Attention Insight vs Mostly AI?

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

Mostly AI

No verifiable community signal. We scanned public discussion on Oct 22, 2026 and found posts matching the name “Mostly AI”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

Who should pick Attention Insight, and who should pick Mostly AI?

  • Enterprise data scientist
    Pick: Mostly AI

    Needs synthetic data for ML training with privacy guarantees; integrates with Databricks/Snowflake and supports multi-table synthesis.

  • UX designer
    Pick: Attention Insight

    Wants quick heatmaps to validate visual hierarchy without user testing; Figma plugin and freemium pricing fit workflow.

  • Marketer optimizing landing pages
    Pick: Attention Insight

    Needs attention metrics (Clarity Score) and side-by-side comparisons to improve CTAs; Chrome extension enables on-the-fly testing.

  • Data engineer at a regulated company
    Pick: Mostly AI

    Requires differential privacy, referential integrity, and self-hosted deployment (Kubernetes) to comply with data governance.

  • Solo developer building a prototype
    Pick: Mostly AI

    Can use the open-source Synthetic Data SDK (Apache v2) for free local synthetic data generation.

Frequently Asked Questions

Can I use Mostly AI for free?

Mostly AI has no free tier; pricing is by contact. However, it offers an open-source Synthetic Data SDK (Apache v2) that you can use locally for free.

Does Attention Insight replace user testing?

No, it predicts visual attention but does not capture real user behavior. It's best for rapid iteration before usability tests.

Which tool integrates with Figma?

Attention Insight has a Figma Visual Usability Checker plugin. Mostly AI does not integrate with design tools.

Can I generate synthetic data with Attention Insight?

No, Attention Insight only provides design analytics. For synthetic data, use Mostly AI.

Do both tools support video?

Attention Insight offers video attention testing (1s per credit on Pro, 30 min on Hero). Mostly AI supports time-series synthetic data but not video analysis.

Are there any recent updates for Mostly AI?

In July 2025, Mostly AI introduced an LLM + Python approach for creating smart datasets and artifacts.

What about security and compliance?

Mostly AI offers differential privacy and self-hosted deployment for compliance. Attention Insight is cloud-based; data is processed on their servers.

Can I export heatmaps from Attention Insight?

Yes, you can generate shareable report links and likely export images, though exact export formats are not specified.

What else are Attention Insight and Mostly AI compared with?

Where can you read more about Attention Insight and Mostly AI?

Browse these categories

Still deciding? Get the weekly AI tools brief

One email a week — new tools, honest comparisons, no spam.

Analysis generated by our model pipeline from live data: