Software Alternatives & Startups

CodeMorph API VS Heatpoints

Compare CodeMorph API VS Heatpoints and see what are their differences

CodeMorph API

API For AI Code Conversion

Rating
0 reviews
Heatpoints

See what users see before they do. Upload any interface or enter a URL to generate an AI-powered visual attention heatmap in seconds.

Rating
0 reviews
Pricing
Freemium €29 / Monthly

Base details

Website, pricing, platforms and company facts side by side.

CodeMorph API
Heatpoints
Website rapidapi.com heatpoints.com
Pricing —
Freemium €29 / Monthly Official pricing
Company — Startup from France · 1 - 9 employees · 2026
Listed in —

About CodeMorph API and Heatpoints

In their own words, as submitted to SaaSHub.

CodeMorph API
Heatpoints

No description of CodeMorph API yet.

AI attention heatmap tool built on peer-reviewed eye-tracking research. Paste a URL or upload a design and get a predictive heatmap, an attention score /100 and an AI-written audit in 30 seconds — before your page has any traffic. No tracking script, no cookies, no consent banner. Free plan with...

Read more about Heatpoints

Features and specs

What each product offers, as listed by its team.

CodeMorph API 5 features
Heatpoints 12 features
  • Convenient RapidAPI Integration
    Being hosted on RapidAPI means it benefits from a standardized API testing interface, unified authentication via API keys, and simplified billing alongside other RapidAPI subscriptions, making it easy to test and integrate quickly.
  • Code Transformation Utility
    As a code transformation/conversion tool, it can save developers time by automating repetitive code refactoring or conversion tasks that would otherwise need to be done manually.
  • Quick Prototyping
    Useful for developers who want to quickly prototype code conversions or transformations without setting up local tooling or writing custom scripts.
  • Accessible Documentation via RapidAPI Hub
    RapidAPI's hub typically provides built-in documentation, code snippets in multiple languages, and a testing console, making it easier to understand endpoint usage without needing external docs.
  • Pay-per-use or Tiered Pricing
    Like most RapidAPI-hosted APIs, it likely offers flexible pricing tiers (including a free tier for testing), allowing developers to scale usage based on need without large upfront commitments.

Possible disadvantages

  • Limited Transparency on Capabilities
    Detailed technical specifications, such as supported languages, transformation types, and accuracy rates, are not always clearly documented on the RapidAPI listing, making it hard to assess suitability before subscribing.
  • Dependency on Third-Party Availability
    Since it's hosted by an individual developer (JackLillie) on RapidAPI rather than a major enterprise, there's a risk of inconsistent uptime, slower support response times, or the API being discontinued without much notice.
  • Potential Rate Limits and Pricing Constraints
    Free or lower-tier plans typically come with strict rate limits, which may not be sufficient for production-level or high-volume code transformation tasks.
  • Possible Accuracy Limitations
    Automated code transformation tools often struggle with complex or highly context-dependent code, potentially requiring manual review and correction after using the API.
  • Niche/Less Established API
    Being a smaller, less mainstream API compared to well-known code transformation services, it may have a smaller user community, fewer reviews, and less battle-tested reliability in production environments.
  • Attention Score
    The free scanner: paste a URL, get a score out of 100 and a blurred heatmap in seconds. No account needed.
  • Scan Designs & mockups
    Drop a JPG or PNG — a Lovable export, a Figma frame, a client's V1 — and score it before a single line of code ships. Same model, same metrics as a live URL.
  • LiveHeat
    Not a screenshot tool: LiveHeat runs the model on your page as you use it. Four modes, one canvas — each answers a different question.
  • Regions
    Draw any zone on the page — a CTA, a banner, a face — and get the exact share of predicted attention it captures. Select several zones and compare them: the A/B argument in one number.
  • Scrollcast
    LiveHeat records a full scroll of your page and renders it as a saliency video: attention flowing, section after section. Export it, drop it in a client deck — it's the before/after nobody argues with.
  • Scrub
    Flip Scrub on and the page scroll becomes the video timeline: you walk the attention story frame by frame, at exactly the position your visitor would be. The most natural way to review a long page.
  • Words Map
    Every text block is scored twice: what it says, and whether the eye actually reads it. Not per paragraph — per word, with a 0→1 reading-attention score on each token and a verdict on each sentence.
  • Multi-device audit
    Desktop, tablet and mobile captured section by section — each screen scored on attention, focus, coverage and hierarchy.
  • Report Studio
    Executive summary, per-section notes, cross-device findings and priority actions — written by GLM-5.2 from your real metrics. Generated server-side: close the tab, the finished report waits in your dashboard.
  • Pulse
    A cookieless snippet measures how real visitors actually behave — scroll reach, dwell, rage clicks — and confronts the prediction with reality. No banner needed.
  • Badges
    Every scan ships a live badge for your README or footer, and pages scoring 80+ earn the Certified label — rare on purpose, verifiable by anyone.
  • Figma plugin
    Select a frame and the attention heatmap lands on your canvas as a layer, with 4 scores (attention, focus, coverage, hierarchy). Catch hierarchy problems in design review — before dev builds anything. Pending Figma Community review.

Analysis

An editorial look at what each product does well and who it suits.

CodeMorph API
Heatpoints

Overall verdict

  • CodeMorph API appears to be a niche code transformation/conversion tool available via RapidAPI, offering decent utility for developers needing quick code conversions, though it may lack the depth and reliability of dedicated, well-established transpilation tools.

Why this product is good

  • Accessible through RapidAPI's unified marketplace, simplifying authentication and billing
  • Likely supports multiple programming language conversions for quick prototyping
  • Pay-per-use or subscription pricing model typical of RapidAPI can be cost-effective for low-volume use
  • No need to install or maintain local transpilation tools or dependencies
  • Quick integration via REST API calls into existing development workflows

Recommended for

  • Developers needing occasional quick code snippet conversions between languages
  • Small teams or solo developers avoiding heavy local tooling setup
  • Prototyping and experimentation rather than production-critical code transformation
  • Users already utilizing RapidAPI for other services who want unified billing
  • Educational or learning purposes to see how code translates across languages

Overall verdict

  • Heatpoints appears to be a niche analytics/heatmap tool, but I don't have verified, up-to-date information confirming its current features, pricing, or reliability, so I can't give a confident endorsement without you checking recent reviews and testing it yourself.

Why this product is good

  • Heatmap and user-behavior tracking tools like this can offer useful visual insights into how visitors interact with a website
  • May provide affordable alternatives to larger analytics platforms
  • Could integrate simple tracking snippets for quick setup on websites
  • Some tools in this category offer session recordings alongside heatmaps for deeper UX analysis

Recommended for

  • Small business owners wanting basic visual insights into site visitor behavior
  • Website designers looking to identify UI friction points
  • Marketers testing landing page effectiveness
  • Users seeking a budget-friendly alternative to premium heatmap tools like Hotjar or Crazy Egg

Questions & Answers

As answered by people managing CodeMorph API and Heatpoints.

What makes your product unique?

Heatpoints's answer:

Heatpoints predicts where visitors will look — and which words they will actually read — before a page is live, with no tracking script, no cookie and no consent banner. It runs a peer-reviewed eye-tracking AI on any URL, mockup or screenshot and returns a heatmap, an attention score out of 100 and an AI-written audit in about 30 seconds. Its Words Map (word-by-word reading attention) and its cookieless prediction-vs-reality check (Pulse) are things no other commercial tool offers.

Why should a person choose your product over its competitors?

Heatpoints's answer:

Session-recording and real-user heatmap tools (Hotjar, Microsoft Clarity, Plerdy) need a live site, traffic and a consent banner — they can only tell you what already happened. Heatpoints answers the question before you have any traffic: what will a first-time eye do on this page. Versus other predictive tools, it is self-serve from a free plan, never watermarks exports, ships white-label reports from a lower tier, and adds an AI audit and word-level copy analysis on top of the heatmap.

How would you describe the primary audience of your product?

Heatpoints's answer:

CRO specialists, UX and web designers, marketers and founders who want to validate a page's visual hierarchy and messaging before launch. It is also built for people shipping pages fast with AI builders (Lovable, v0, Bolt, Cursor) who need a quick quality check, and for agencies who deliver white-label attention audits to clients.

Which are the primary technologies used for building your product?

Heatpoints's answer:

The attention engine is UniSAL, a peer-reviewed saliency model (ECCV 2020) running in PyTorch, trained on real human eye-tracking datasets. The backend is Python/FastAPI, page capture runs on Playwright/Chromium, the frontend is Next.js, and data is stored in MongoDB. There is also a public REST API and an MCP server for AI agent workflows.

What's the story behind your product?

Heatpoints's answer:

AI now generates landing pages faster than anyone can judge them — but nothing checks whether a human will actually look at the right place before the page ships. Heatpoints was built to be that visual QA step: paste a URL or a mockup and see where attention lands, before you pay for traffic. It's an independent product by Dropnir, built to make attention testing instant, deterministic and consent-free.

User comments

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