bots.st/proofsource
Proofsource
Track AI brand mentions and evidence
1807 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 15
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://app.proofsource.co/v1/mcp
What it can do
| Tool | What it says it does |
|---|---|
add_brand | Start measuring a brand: does ChatGPT, Perplexity, Claude or Google AI mention it, and who does AI recommend instead? Give the brand's website (or its app store, Google Maps, YouTube or Instagram link). It reads the site, picks the buyer questions, and starts the first scan across the AI engines… |
create_prompt | Adds a buyer question to a topic so it is asked on every engine in the plan from the next run. Counts toward the plan's question limit. Calling again with the same text returns the existing question, never a duplicate. |
get_changes | What moved over the window: the daily mention-rate trend, how much the engines' answers changed, notable changes on competitors' websites, and new pages about the category. |
get_citations | The websites AI answers cite for the brand's buyer questions, ranked by share of citations and by how many answers cite them, and where the brand's own site ranks. |
get_competitors | The competitors AI answers name for the brand's buyer questions, per engine, with each one's share of voice against the brand and how it changed over the window. |
get_fix_verification | Each fix marked shipped for the brand with its mention rate before and after and a verdict: moved (beyond normal answer churn), within_noise, or awaiting_samples. Fixes marked "Not a fix" are left out; auto-detected page changes carry source auto_detected. |
get_loop | The brand's loop, oldest first: each buyer question tracked, gap found, content draft created, fix published to the brand's site, fix shipped, change seen on the brand's own pages, and fix checked after it ships: a first check on day 28, re-checks on days 45, 60 and 75 and a final check on day 90… |
get_report_link | A link to the brand's AI visibility report to share with a team or client: how often AI answers mention the brand, which competitors they name instead, and which sources they cite. Returns the newest finished report's own unlisted link. Reports are built automatically after a brand's first scan. |
get_scan_status | Progress of a brand's first scan after add_brand: the stage, how many AI answers are in out of how many expected, per engine, and when it should finish. Once complete, use get_visibility for the results. |
get_visibility | How often ChatGPT, Perplexity, Claude and Google AI mention the brand when buyers ask about its category. by=engine (default): mention rate, share of voice, average position, citation share and sentiment per engine, with the change from the previous period. by=question: each buyer question's… |
list_brands | The brands this workspace tracks in AI answers, with ids and websites. Call first; every other tool takes a brand_id. |
list_fix_opportunities | The gaps that keep AI engines from citing or recommending the brand, each with its evidence and the suggested fix. Gives the gap_id mark_fix_shipped needs. |
list_topics | The topics and buyer questions this workspace asks ChatGPT, Perplexity, Claude and Google AI for a brand. Gives the topic_id create_prompt needs. |
mark_fix_shipped | Records that a fix shipped, against a gap_id from list_fix_opportunities or a published content_draft_id, so get_fix_verification can measure whether it moved the brand's mention rate. Calling again with the same fix and description returns the existing record. |
see_example | Shows what Proofsource measures, without signing in: a real visibility card for one example brand (Tesla), from answers collected from ChatGPT, Perplexity, Claude and Google AI Overviews. It shows how often AI answers mention the brand, per engine, which competitors they name instead, and sample… |
In its maker's words
AI visibility: which buyer questions name your brand in ChatGPT, Perplexity, Claude, AI Overviews.
- Website
- proofsource.co/ai-assistants
- Source
- github.com/lcbasu/proofsource-plugins
- Publisher
- proofsource.co
- Listed from
- the official MCP Registry as
co.proofsource/proofsource - Version
- 1.0.0, updated 13 Oct 2026
- Kinds of work
- Domains and websites, Search and research, Data and databases
The domain it lives on
- proofsource.co
- its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 1807 ms | |
| Answered | 1974 ms | |
| Answered | 219 ms |
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