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DABYTE

Tracks how often ChatGPT, Perplexity and Gemini name each SaaS brand across a fixed panel of buyer prompts.

Actively maintained

At a glanceswept Oct 21, 2026

≈ 1visits/mo

Little sign of use · estimate, read Oct 13, 2026

For
Marketers and developers checking how often AI assistants name SaaS brands in category answers
Activity
Actively maintainedsite updated 3 days ago
Runs as
API
Used for
  • compare SaaS brands' share of answers across three AI engines
  • check a specific brand's visibility in AI assistant answers
  • pull the index data via an open JSON or CSV feed
Worth knowingcomputed from what we read · each with its source
  • Has an MCP server (1 in the registry)public registry →
  • Publishes llms.txt, a file written for AI assistantsdabyte.ai ↗
Your datawhat they publish, each line with its page · read Oct 21, 2026
  • Security contactsecurity.txt

These are DABYTE's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.

How a program reaches itfound, not claimed · read Oct 21, 2026
  • MCP serverai.dabyte/visibility-indexverified in the MCP registry
  • Stateanswers, 5 toolschecked 2026-10-21
  • Address to connectdabyte.ai/mcp
  • OpenAPI spec8 pathsthe spec ↗
  • API docsdabyte.ai/api/aiv.jsonthe vendor's page ↗

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Alternatives in Marketingby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

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Not it? Say what you need

beta

Three tools from the Atlas for the job you describe, each with what fits and what does not.

From people who use itnot part of the reading

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Questions this page answers
  • What is DABYTE?

    Tracks how often ChatGPT, Perplexity and Gemini name each SaaS brand across a fixed panel of buyer prompts. It is listed in the Atlas under Marketing.

  • Who is DABYTE for?

    Marketers and developers checking how often AI assistants name SaaS brands in category answers

  • Do people use DABYTE?

    Little sign of use: ≈ 1 visits/mo · estimate, 2026-10.

  • Is DABYTE still maintained?

    Actively maintained: site updated 3 days ago.

  • What are alternatives to DABYTE?

    In Marketing, by use: Addlly AI, Parse, LLMrefs, RadarKit AI, General Index, LLM Pulse.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk