What AI citation score do TrustMRR startups get?

The 8 TrustMRR startups we scanned with payment-verified revenue average 5.3/10 on BriefBash's AI Citation Score as of Nov 6, 2026, despite a combined verified MRR of about $51117 a month.

Does verified revenue mean a site is visible to AI assistants?

No. Verified revenue measures payments, not discoverability. In our sample, sites with six-figure annual recurring revenue were missing llms.txt files, blocked structured data, or published undated claims that AI assistants cannot quote.

BriefBash analyzes a competitor article URL and returns the content brief you would have spent an hour writing — teardown, attack points, writer-ready brief, AI citation score — in about 30 seconds. The first brief is free at briefbash.com.

Verified revenue, invisible to AI

ORIGINAL DATA — 8 TrustMRR startups · $51,117 verified MRR · scanned Nov 6, 2026

TrustMRR is the marketplace where founders prove their revenue with a direct connection to Stripe and other payment providers — no screenshots, no self-reported numbers. We asked the question their listing pages don't answer: can AI assistants actually find and quote these businesses? We ran 8 revenue-verified startups through BriefBash's AI Citation Score.

The headline numbers

Average AI citation score	5.3 / 10 — despite $51,117/mo of payment-verified revenue
Sites with an llms.txt file	62% — 3 of 8 are missing the file that guides AI crawlers
Sites that let AI crawlers in	100%
Sites with structured data	75%
Listed for sale on TrustMRR	7 of 8 — buyers doing due diligence now have one more signal to check

The irony, spelled out

A company whose entire product is multilingual SEO (Linguana) publishes no llms.txt and no structured data — the two checkboxes AI assistants look for first. Score: 4/10.
A $27k MRR Apple-inventory tracker — two weeks old, 99% margin — earns just 6/10: its stock snapshots go stale and its statistics carry no sources, exactly the claims AI assistants refuse to quote.
One listed startup squeezes its entire pitch into 314 words — nothing for an AI answer engine to extract.

Verified revenue proves people pay. It says nothing about whether ChatGPT, Perplexity or Claude can find you. Those are different games, and the second one is losing 3–6 points on every scorecard here.

Every result

Site	Verified MRR	Score	llms.txt	AI bots	Schema	For sale
storestockchecker.com	$27,426	6/10	✓	✓	✓	SALE
penmo.co	$6,725	7/10	✓	✓	✓	SALE
promoat.ai	$4,729	5/10	✕	✓	✓
quicklead.io	$4,131	5/10	✓	✓	✓	SALE
linguana.io	$2,914	4/10	✕	✓	✕	SALE
pdfvault.so	$2,349	4/10	✕	✓	✕	SALE
figmentor.io	$1,805	5/10	✓	✓	✓	SALE
staticforms.dev	$1,038	6/10	✓	✓	✓	SALE

Revenue figures are TrustMRR's payment-provider-verified public numbers (captured Nov 5–6, 2026). Linked sites below have full public teardowns on our site.

Methodology

Each site was analyzed with BriefBash: llms.txt presence, AI-bot access in robots.txt, and structured data are measured from the live site (measured, not guessed); content structure and extractability from the page itself. The AI citation score is 0–10, model-assessed, with the highest-cost blockers listed per teardown.

Sample: 8 startups drawn from TrustMRR's public discovery snapshot (of 15,000+ listed) — every entry with payment-verified MRR of $1,000+, an independent domain, and a live marketing site. It is not a representative sample of TrustMRR or the web; it is a bounded, verifiable slice. Scores can move ±1 between scans (our judge is an LLM, and we say so). Scores reflect each site as scanned on Nov 6, 2026.

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