Research log

TrustMRR AI category page and startup markdown fetches for products not already in the catalog

Category page lists thousands of AI startups. Page 1 is mostly products already cataloged: Chatbase, Rezi, Cometly, Comp AI, Pastel, Gojiberry, AEO Engine, Composer.AI, SEOBOT, Roofclaw, Vid.AI, Plutio, Postiz, Based Labs, Taja, AI Interview Copilot, LLM Gateway, Fireply, Elyx, GeFei, Refs, Blip, Adspirer, Chat Data.

Reason: Same person and product as existing IDs. Not copied into this batch.

Source: Original source ↗

Fetch TrustMRR startup page for a new AI product

Stealth Company / Polifly. Whop. Current MRR $68,636. All-time $152,801.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: polifly-prediction-market-ai →

Fetch TrustMRR startup page for a new AI product

Hypit-AI. Stripe. Current MRR $18,220. Claude Code and Codex named in the description.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: hypit-ai-agent-video →

Fetch TrustMRR startup page for a new AI product

the maker / TrackAI. RevenueCat. Current MRR $19,677. Conflicting L30D cards omitted.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: oleksandr-trackai-calorie →

Fetch TrustMRR startup page for a new AI product

AI Baby Generator. Stripe. Current MRR $2,942. All-time $38,181.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: ai-baby-generator →

Fetch TrustMRR startup page for a new AI product

Lyro Music. Stripe. Current MRR $1,827. No founder name on the markdown.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: lyro-ai-songs →

Fetch TrustMRR startup page for a new AI product

AutoSubtitles. Stripe. Current MRR $3,470. All-time $18,504.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: autosubtitles-ai-captions →

Fetch TrustMRR startup page for a new AI product

Stealth comment agent. Paddle. OpenAI in the stack. Current MRR $12,267.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: stealth-social-comment-agent →

Fetch TrustMRR startup page for a new AI product

the maker / Low Content AI. Stripe. Current MRR $14,784. All-time $644,849.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: brian-low-content-ai →

Fetch TrustMRR startup page for a new AI product

Project A astrology app. RevenueCat. Current MRR $63,612. Ad revenue not connected.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: project-a-ai-fortune →

Fetch TrustMRR startup page for a new AI product

Otomizer. Dodo Payments. Current MRR $712.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: otomizer-facebook-leads →

Fetch TrustMRR startup page for a new AI product

Akal AI Inc. Stripe. Current MRR $1,797. Dealership SaaS, classified remote.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: akal-ai-dealerships →

Fetch TrustMRR startup page for a new AI product

the maker / Adle. Snapshot MRR $9,852. Stripe key expired 2026-09-30.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: alejandro-adle-media-buyer →

Fetch TrustMRR startup page for a new AI product

the maker / notis.ai. Stripe. Current MRR $13,249.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: florian-notis-ai-intern →

Fetch TrustMRR startup page for a new AI product

fastwrite.io. Stripe. Current MRR $12,998. Euro prices not converted.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: fastwrite-academic-ai →

Fetch TrustMRR startup page for a new AI product

the maker / Reakly. HTML Current MRR $2,886. Last updated Sep 28, 2026.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: hugo-reakly-linkedin →

Fetch TrustMRR startup page for a new AI product

the maker / PracticeMe. HTML MRR $2,762, L30D $4,405. Markdown truncated.

Reason: Processor-connected revenue page with a copied dollar figure. Not an existing catalog ID.

Source: Original source ↗

Read case: guillaume-practiceme-english →

Fetch TrustMRR godsviewai.md

JIJO JOHN / GodsView. Current MRR $3,800, L30D $4,285, all-time $6,758. Product is live flight and ship tracking.

Reason: AI link is only a category tag. The product is not clearly a generative-AI business, so the dollars were not used.

Source: Original source ↗

site:trustmrr.com AI agent OR chatbot MRR, excluding catalog names

Opened the new TrustMRR slugs above. Also saw Kibu, Codédex, yew, Replayed, ShipFast, PressWhizz, SMMDealFinder, Rankr, Advise.so without a clear new AI revenue story, and SnapCalorie at about $45 MRR.

Reason: Not clearly AI, already a different the maker product than the cataloged course, gray-area game scripts, or too small to add. SnapCalorie skipped as a tiny figure.

Source: No source link available

X keyword search: (MRR OR ARR) (AI OR Claude OR Cursor OR AI agent) since:2026-06-01

Latest posts included the maker reporting ~$1k MRR, and a Zapier post about the maker's plumbing company.

Reason: Two posts had a named person and a dollar figure and were opened separately.

Source: No source link available

Read X post by @heylaunchly

21 paying clients, ~$1k MRR, $49/mo contractor websites built with AI. Posted 2026-10-17.

Reason: Self-reported. Stored ~$1k as $1,000 and did not multiply 21 by $49.

Source: Original source ↗

Read case: alex-heylaunchly-contractor-sites →

Read Zapier post about the maker

Plumbing company on track for $3.8 million revenue this year, up from $300k in 2022. AI + Zapier, Claude via Zapier MCP.

Reason: Named local operator with a dollar figure. Labeled unverified and flagged as total projected company revenue, not incremental AI profit.

Source: Original source ↗

Read case: ross-hunt-plumbing-automation →

local dentist OR restaurant OR law firm AI revenue case study

Image Orthodontics, Dr. Yan Kalika. Search extract: $401,500 in three months / new patient revenue. Q1 2025.

Reason: Named practice and a dollar figure. Vendor study seen via search extract, so confidence is unverified.

Source: Original source ↗

Read case: image-orthodontics-ai-receptionist →

Fetch Arini Wolfe Dental case study

a quoted source / Wolfe Dental. $34,000 first full month. $134k production from September 2025 to April 2026.

Reason: Named local practice. Production is not cash. Vendor page, unverified.

Source: Original source ↗

Read case: wolfe-dental-arini-production →

Fetch Arini Normandy Lake Dentistry case study

Danya Mcgee byline, also spelled Macgee once. Prose over $500K and $39K monthly. Badge $1.5M+.

Reason: Used the prose floor of over $500K. Did not use the conflicting $1.5M+ badge as the amount.

Source: Original source ↗

Read case: normandy-lake-dentistry-arini →

Fetch Arini Unified Dental Care case study

Olaide Lawal. Over $1 million production in 12 months. Quote says over $100K a month. Monthly production exceeding $80,000.

Reason: Used the $1 million prose. Noted the quote does not reconcile exactly with that total.

Source: Original source ↗

Read case: unified-dental-arini-production →

Fetch Arini Sunrise Oral Surgery case study

a quoted source. $9k additional production per month. Badge $6k for 2026. $27,000 is a hypothetical Google-ads line.

Reason: Used $9k from the body. Did not use $27,000 or the $6k badge.

Source: Original source ↗

Read case: sunrise-oral-surgery-arini →

Fetch heytruffle Rreal Tacos case study after restohost redirect

a quoted source. ~$21,816 estimated assisted revenue in June. Separate formula ~$69,600 a month. 19,362 calls in June 2026.

Reason: Used the labeled estimate. Did not use an older $2.4 million snippet that was not on the live page.

Source: Original source ↗

Read case: rreal-tacos-ai-host →

Fetch restohost.ai/case-study and heytruffle index

restohost.ai redirected cross-host. Index card for Rreal Tacos shows 19K+ calls and no dollars.

Reason: No dollar figure on the index. The old $2.4M / $110K snippet was dropped.

Source: Original source ↗

HVAC OR plumber AI revenue case study

Precision Air, Phoenix. Search extract: 47 jobs and + $38,000 in new revenue in 30 days. Owner unnamed. Byline Kyle Kotecha, March 7, 2026.

Reason: Named company and a dollar figure in the search extract. Vendor study, unverified. Full page was not fetched.

Source: Original source ↗

Read case: precision-air-hvac-ai →

Other local AI case studies opened or extracted and not used

Unnamed NYC firm: $1,130,656 total new client revenue in 2025, of which $19,500 (1.7%) from AI search. Headline 5% conflicts with the body. Sikka de-identified three practices at $101,709 value on $7,838 cost. TensorLinks unnamed 6-clinic group $90,000+ captured annual revenue. Flipdish more than €270,000 across UK and Irish restaurants, no per-restaurant dollar. Tampa HVAC Digital Resource $421,520 modeled. Reprise AI unnamed ~$340K annualized. Fieldproxy Climate Control Solutions $2.4M to $4.8M. dentalaiassist multi-million ROI. Crosley Law cases +41.1% with no dollar. Fogo de Chão, Taco Bell, and Yelp Host had no company dollar. Kare Mobile: 110 appointments, no dollar.

Reason: Unnamed, de-identified, euro aggregate, modeled ticket math, or no dollar. Named local cases were preferred.

Source: Original source ↗

Owner.com restaurant ARR

Secondary report that Owner.com generates $100 million ARR, with a $240 million Series D. Page was not fetched.

Reason: Not fetched live, so it was not added.

Source: Original source ↗

Secondary indie roundups: Polsia, micro1, Lancer, Castmagic

Roundup claims such as Polsia $1M ARR, micro1 revenue, Lancer $10k MRR, Castmagic $30k MRR. Underlying pages were not fetched.

Reason: Second-hand roundups without a fetched primary page.

Source: No source link available

TrustMRR leads not opened as their own revenue pages

Invoiceagent, Agents Pilot, AgentMRR, Syncagents, and Spark had no usable current revenue in the extracts. Rule1.md Current MRR $1,734 was optional and not used. private-venture-6 mentioned $50,000 MRR inside a related card and was not fetched. A face-search app was skipped.

Reason: No confirmed current revenue page, or out of scope. Not added.

Source: No source link available

Salesforce Agentforce revenue ARR earnings 2026

Agentforce ARR exceeded $1.5 billion, up over 240% Y/Y. Definition broadened to Slackbot and Headless 360. Total revenue $11.3 billion.

Reason: Company IR figure attributable to Agentforce. Exceeded is stored as a floor. Total company revenue was not used.

Source: Original source ↗

Read case: salesforce-agentforce-arr →

ServiceNow AI annual contract value Q2 2026

ServiceNow AI crossed $1 billion in annual contract value in Q2 2026.

Reason: SEC exhibit. Stored as ACV, amount_kind unclear, not as GAAP revenue.

Source: Original source ↗

Read case: servicenow-ai-acv →

Adobe Q3 fiscal 2026 AI-first ARR

Narayen: AI-first ending ARR now exceeding $650 million. Nasdaq recap quotes the same line. Adobe PDF extract showed the 150% growth line and not the $650 million in the portion fetched.

Reason: Earnings-call figure as reported. Dollar cited from the transcript and Nasdaq, with the PDF gap noted. Total ARR and total revenue were not used.

Source: Original source ↗

Read case: adobe-ai-first-arr →

Adobe official earnings PDF

Extract said Adobe AI-first ARR grew more than 150% year over year. The $650 million was not in the fetched portion. Firefly ending ARR grew 40% QoQ with no dollar.

Reason: No AI dollar in the fetched portion. The transcript row carries the figure.

Source: Original source ↗

Accenture generative AI revenue FY2025

Generative and agentic AI revenue $2.7 billion and bookings $5.9 billion in the 12 months ending Aug. 31. Article published Sept. 25, 2025.

Reason: Press report of the company's own year-end AI revenue. Stored the $2.7 billion revenue.

Source: Original source ↗

Read case: accenture-genai-revenue-fy25 →

Accenture later advanced-AI disclosure

Secondary page says later advanced AI bookings were about $2.2 billion and revenue about $1.1 billion, then the company stopped isolating the metric. FY2026 total revenue $74.2 billion is company-wide.

Reason: Secondary figures were not used. Logged so the FY2025 row is not read as the latest breakout. Enterprise AI-only dollars got thinner after the company stopped the metric.

Source: Original source ↗

IBM watsonx revenue OR bookings billion 2026 earnings

Krishna: generative AI bookings surpassed $12.5 billion last year. Consulting more than $10.5 billion. Software the remaining $2 billion. Published Jan. 29, 2026.

Reason: Press report of the CEO's earnings-call bookings figure. Not labeled as revenue.

Source: Original source ↗

Read case: ibm-genai-bookings-2025 →

IBM alternative AI dollar claims

Q2 2026 prepared remarks were percentages only. A Fool Q1 2026 summary bullet said software AI revenue exceeding $1.5 billion but that sentence was not a verified quote from the transcript body. Swedish Tech Insider $6 billion watsonx bookings was not a primary English source. Trefis over $7.5 billion was an earlier cumulative book.

Reason: Not a copied primary dollar for a watsonx revenue line. The Channel Dive bookings sentence is the one kept.

Source: No source link available

Microsoft Azure AI revenue earnings Copilot billion

Azure FY2026 surpassed $100 billion. An 8-K showed Azure $101,938 million and Q4 Azure $29,417 million. Copilot was described as over 30 million paid seats with no company dollar. TradingKey suggested a $10 billion Copilot run rate.

Reason: Azure total is not an AI product line. Seat count was not multiplied into revenue. The TradingKey run rate is analyst inference and was not used. This is why the enterprise bucket has no Microsoft row.

Source: No source link available

Google Cloud AI revenue Q2 or Q3 2026

Google Cloud revenue about $24.8 billion, described as led by enterprise AI. Backlog about $514 billion. Gemini usage stats had no dollar.

Reason: The dollar is total Google Cloud revenue, not an AI-only line.

Source: No source link available

Palantir AIP revenue OR commercial earnings 2026

Q2 2026 U.S. commercial revenue $764 million and total revenue $1.935 billion. Karp attributes demand to AI/AIP.

Reason: Segment and company revenue, not a separate AIP product line.

Source: Original source ↗

OpenAI annualized revenue and Duolingo the maker in the Accenture search

The combined search was aimed at a public AI revenue figure. No new primary OpenAI or Duolingo dollar was fetched into this batch.

Reason: No primary page with a copied figure was added.

Source: No source link available

Enterprise bucket coverage check

Kept Salesforce Agentforce ARR, ServiceNow AI ACV, Adobe AI-first ARR, Accenture FY2025 generative AI revenue, and IBM 2025 generative AI bookings. Microsoft, Google, and Palantir lacked a clean AI-only dollar. Accenture later stopped the breakout. Five enterprise rows is the honest set.

Reason: Bucket is thinner than the indie buckets because public AI-only dollars are scarce. Documented here instead of stretching total cloud revenue.

Source: No source link available

Local bucket coverage check

Eight named local cases: Image Orthodontics, Wolfe Dental, Normandy Lake Dentistry, Unified Dental Care, Sunrise Oral Surgery, the maker plumbing, Rreal Tacos, Precision Air. Several unnamed or modeled studies were rejected above.

Reason: All eight are vendor or social claims and are labeled unverified. Dental figures are production, not cash.

Source: No source link available