# Rumored.ai

Aiolum story: https://aiolum.com/story/rumored-ai/ · added 2026-11-08 · updated 2026-11-08

**In short.** Rumored.ai (Checks what AI chat assistants say about a brand against the brand's real facts, United States (the terms of service choose the law of Alabama)): Sold for US$10K, October 2026. Evidence grade D: reported, not verified. Team: 1 founder, Josh Pigford, who lists it among the 95 projects on his personal website; no other people named. Launched March 2026; sold 7 months after launch.

Checks what AI chat assistants say about a brand against the brand's real facts · United States (the terms of service choose the law of Alabama) · AI-native · solo founder · sold · group: SEO and AI search

- Outcome: Sold for US$10K, October 2026 (evidence grade of the headline number: D; headline in US dollars: 10000)
- Launch: March 2026; months from launch to the outcome: 7
- Team: 1 founder, Josh Pigford, who lists it among the 95 projects on his personal website; no other people named
- Outside funding: None reported
- Main factor: Speed
- Meters, 1 to 4: evidence strength 1, copyable pattern 3, capital needed 1
- Tags: AI-native, Solo founder, Bootstrapped, Exit, B2B, AI search

Links:

- Visit rumored.ai: https://rumored.ai/

**The product.** A web service that asks ChatGPT, Gemini, Perplexity and Claude questions about a company and its market, then checks each answer against facts taken from the company's own website and other public sources. It lists wrong claims, such as a wrong price or an integration that does not exist, shows which competitors the models recommend instead, gives one brand health score, and suggests a fix for each finding. Scans repeat daily, with email alerts and a weekly digest.

**Why it worked.** More people now ask AI chat assistants which product to buy, and the answers can be wrong about prices, features and integrations. Most tracking tools count whether a brand is mentioned at all. Rumored's home page says that the question it answers is different: when an AI model mentions the brand, is it telling the truth? The founder builds many small products and sells some of them to other owners.

Evidence grades: A = disclosed by a public company, a filing or a payment processor, or verified by one; B = two or more independent reports agree, or a journalist confirmed it; C = a founder claim that no one else verified; D = reported, not verified: one founder claim or a third-party estimate with no second source; E = no revenue figure found, so the headline is a non-money fact and the other facts carry their own grades; calc = computed on this page from graded facts.

## Summary

Rumored.ai monitors what large language models, the AI models behind chat assistants such as ChatGPT, Gemini, Perplexity and Claude, tell people about a company. It sends the models many questions about the company and its competitors, then compares each answer with ground truth, a set of checked facts that it builds from the company's own website and public third-party sources. Answers that state something false with confidence are called hallucinations; Rumored lists them as "threats", each with the model that said it, a severity and a suggested fix. Its home page sums this up as "AI is spreading rumors about your brand."

Josh Pigford, whom the home page calls "Founder, Rumored (previously Baremetrics)", built it in 2026 as one of the 95 projects on his personal website. A sample report on the site is dated 16 March 2026, and the first copy of the site in the Internet Archive is from 19 March 2026. Pigford's projects page lists Rumored.ai as "Active" in archived copies from 15 May to 11 July 2026, and the archived copy of 4 October 2026 says that it was sold for US$10,000.

The sale price is the founder's own statement on his own page, so its grade is D: no buyer, marketplace or payment processor has confirmed it, the page does not give the date or name the buyer, and no revenue or customer figure was found. The product is still live on 8 November 2026 with the same plan and the same founder quote as before the sale. This page tells the founder's part, before the sale.

## Pricing

Rumored prices on 8 November 2026, read from the live pricing page; the archived pricing page of 3 June 2026, before the sale, shows the same plan (grade C)

| Plan | Per month, billed yearly (US$) | Per month, billed monthly (US$) | Limit |
|---|---|---|---|
| Rumored, per brand |  | 99 | all four models (ChatGPT, Claude, Gemini, Perplexity), daily scans, competitor benchmarks, threat detection, email alerts and weekly digest |
| Enterprise |  |  | custom monitoring for large brand portfolios; price on request |

One plan at US$99 a month for each monitored brand, with brands added or removed at any time and the price prorated. The pricing page gives no yearly price. The terms say that the service requires a paid subscription, billed monthly through Stripe, with a full refund within 30 days of the first payment. Enterprise is "Contact Us" with no published price.

## How much did Rumored.ai make, and what was it sold for? The numbers, graded

A one-founder AI monitoring service that its founder lists as sold for US$10,000 about seven months after its first dated report; the sale price is self-reported

| Fact | Value | Grade | Note | Sources |
|---|---|---|---|---|
| Sale price | US$10,000 | D | Founder's project page, read 8 November 2026: "Rumored.ai ⦚ 2026 AI/LLM monitoring What happened? Sold for $10,000". His projects list says "Rumored.ai \| 2026 \| AI/LLM monitoring \| Sold for $10,000". Neither page names the buyer or gives a date. | [1, 2] |
| When the sale line first appears | between 11 July and 4 October 2026 | D | Internet Archive copies of the founder's projects page: no Rumored.ai row on 22 April 2026; "Active" on 15 May, 11 June, 13 June and 11 July 2026; "Sold for $10,000" on 4 October 2026, when the page counted 94 projects. | [3] |
| Founder | Josh Pigford | C | Home page, before and after the sale: "Josh Pigford — Founder, Rumored (previously Baremetrics)". The product is also a row on his own list of projects. | [6, 8, 2] |
| Team | 1 founder; no other person named | D | No downloaded source names another person who worked on it. The terms name only "Rumored" as the operator. | [2, 6, 10] |
| Start | 2026 | C | Founder's project page: "Rumored.ai ⦚ 2026". FounderSold, which cites the founder's page, also says "Founded 2026". The Internet Archive has no copy of rumored.ai before 19 March 2026. | [1, 5, 8] |
| First dated product output | a sample report generated on 16 March 2026 | C | Archived page rumored.ai/linear-report, 24 March 2026: a report on Linear against Jira, Asana and Shortcut, "868 calls · 4 brands · 4 models · 17 queries · 3 runs · March 2026" and "Generated March 16, 2026". | [12] |
| First archived copy of the site | 19 March 2026 | C | Page title: "Rumored: Fix the rumors AI is spreading about your brand". | [8] |
| Paid plans before the sale | paid subscription only, billed monthly through Stripe | C | Archived terms of 13 May 2026, last updated 10 April 2026: "The Service requires a paid subscription. Subscriptions are billed monthly via Stripe." The live terms have the same text. | [10] |
| Price before the sale | US$99 a month per brand | C | Archived home pages of 3 June and 2 July 2026 and archived pricing page of 3 June 2026: "$99 / brand /mo" and "30-day money-back guarantee". | [8, 9] |
| Price in November 2026 | US$99 a month per brand; Enterprise on request | C | Live pricing page: "$99 per brand. That's it." No yearly price. | [7] |
| AI models it queries | ChatGPT, Gemini, Perplexity and Claude | C | Privacy policy: "AI model providers (OpenAI, Google, Anthropic, Perplexity) — we send brand names and queries to these APIs." The March 2026 sample report lists the model IDs openai/gpt-5.4, google/gemini-3-flash-preview, perplexity/sonar and anthropic/claude-sonnet-4-6, called "via OpenRouter". | [11, 12] |
| Time from the first dated report to the sale line | 202 days, about 7 months | calc | Calculated: 16 March 2026 to 4 October 2026. The sale itself happened on or before 4 October 2026; the exact date is not published. | [3, 12] |
| Customers or revenue before the sale | not published | D | No downloaded source gives a customer count or a revenue figure. FounderSold shows monthly and annual revenue as "N/A". | [1, 5] |
| Buyer | not named | D | No buyer statement or marketplace record was found. The live site, terms and privacy policy name only "Rumored", and the live home page still carries the founder's quote. | [1, 6, 10] |
| Outside funding | none reported | D | No downloaded source mentions investors. | [1, 2] |
| Founder's other projects | 95 projects on his list in November 2026 | C | Founder's projects page: "Current tally? 95 projects." Other 2025 and 2026 projects on the list are marked sold: Parse.new, Socialmotion and NameSnag. | [2] |

How to read this table: a grade D value rests on one founder statement with no second source. A grade C value comes from the product's own pages, read live or in Internet Archive copies. A "calc" value was computed on this page from the rows above it. No value is grade A or B.

## When did Rumored.ai launch, and how did it grow? Timeline

From a sample report in March 2026 to a sale line on the founder's website by October 2026. Each entry carries its grade.

- **16 March 2026** (grade C [12]): A sample report compares how four AI models describe Linear, Jira, Asana and Shortcut: 868 calls, 17 questions, 3 runs. At the top it says "Want this report for your brand? Get yours at Rumored.ai".
- **19 March 2026** (grade C [8]): First Internet Archive copy of rumored.ai, titled "Rumored: Fix the rumors AI is spreading about your brand".
- **25 March and 10 April 2026** (grade C [10, 11]): The privacy policy and the terms are last updated. The terms say that the service requires a paid subscription, billed monthly through Stripe.
- **15 May 2026** (grade D [3, 4]): The founder's projects page lists Rumored.ai for the first time in an archived copy: started in 2026, "AI/LLM monitoring", "Active". It was not on the copy of 22 April 2026.
- **3 June 2026** (grade C [8, 9]): Archived home and pricing pages: one plan at US$99 a month per brand, daily scans across four models, a 30-day money-back guarantee.
- **11 July 2026** (grade D [3]): The founder's projects page still lists Rumored.ai as "Active".
- **4 October 2026** (grade D [3]): The archived projects page now says "Sold for $10,000".
- **8 November 2026** (grade C [1, 6, 7]): The site is live with the same price and the same founder quote; the founder's pages still say "Sold for $10,000".

## Why did Rumored.ai work?

### Speed

The first dated report is from 16 March 2026, and the founder's page shows the product as sold in the archived copy of 4 October 2026, 202 days later. As with Socialmotion, another of his projects on this site, he built it, put it online with a paid plan, and sold it.

### Check the facts, not only the mentions

The home page says: "Other tools track whether AI mentions your brand. That's the wrong question." Rumored first builds a list of true facts about the brand from its website and public sources, then marks each model answer that contradicts them, for example a wrong price or a missing integration.

### A sample report as the demo

The site published a full report on Linear and three competitors, with scores, wrong claims and an action plan, and a link at the top to get the same report for one's own brand. A reader can judge the output before paying.

### One plan, priced per brand

The pricing page sells one plan for each monitored brand, at a price that the page gives as US$99 a month, with no tiers and no yearly plan. Agencies and companies with several brands pay for each one.

## How it was built

Few build details are public. These come from the product's own pages, its archived sample report and its page source.

- The privacy policy says that credentials are encrypted "using Rails encrypted attributes", so the back end is Ruby on Rails, a web framework.
- Since May 2026 the pages load scripts from /vite/assets/inertia-*.js: Inertia.js, a library that lets a Rails app render JavaScript pages, built with Vite. The March 2026 version was a single-page app with one script file under /assets/.
- The sample report describes the method: 868 calls to four models "via OpenRouter", a service that gives one interface to many model providers, then "structured extraction via Gemini Flash Lite", then a score against ground truth from each brand's website.
- The privacy policy names the model providers OpenAI, Google, Anthropic and Perplexity, plus Stripe for payments and an unnamed email service for alerts.
- The site is served through Cloudflare, as its response headers show.
- The sample report estimated the cost of re-running its benchmark at "~$2-5/run"; this is Rumored's own estimate, and the report does not say what the cost covers.

Sources: [11, 6, 12, 8]

## Who tried this before Rumored.ai, and why did they fail?

Four companies in our database of failed startups sold automated monitoring of what the internet says, to brands or to investors. The values below are from that database and are not independently verified.

The failed startups come from our database of dead startups, retold here in our own words; Its entries are AI-assisted summaries of public sources, so they carry no evidence grade.

### Salorix (2009 to 2014; funding US$3.3M; cause: Ran Out of Cash)

- Promise: Machine learning that ranked social media conversations, so brands could see the themes and influencers in their market.
- Why it died: Its investors withdrew their support, at the same time as leaner competitors with newer AI methods arrived.
- Record: 

### Topsy (2007 to 2015; funding recorded as 30 in the database (unit unclear); cause: Competition)

- Promise: Real-time search and analytics of social media posts for marketers and researchers.
- Why it died: Apple bought it and used it internally, while Twitter, the data source, improved its own search and analytics.
- Record: 

### Isentium (2012 to 2020; funding US$50M; cause: Competition)

- Promise: Sentiment analysis of social media and news, read by natural language processing, to predict markets for traders.
- Why it died: Social media data was noisy and carried compliance risk, and competitors offered broader analytics.
- Record: 

### Monitor110 (2005 to 2008; funding US$17M; cause: Unit Economics)

- Promise: Automated analysis of blogs, news and online content to give hedge funds early warning signals.
- Why it died: The cost of collecting and processing the data was higher than what customers would pay, and traders kept their existing terminals.
- Record: 

## What changed

All four collected and analysed large amounts of public text, from social media, blogs or news, to tell a customer what people were saying. Collecting that data was expensive, the data was noisy, and each company depended on platforms it did not control, so each raised outside money to pay for the infrastructure.

Rumored watches a smaller and newer source: the answers of a few AI models. It does not need to store the internet; it asks the models questions through their paid interfaces and checks the answers against facts from the brand's website and public third-party sources. The sample report on Rumored's site estimated a re-run at a few US dollars, so one person could build and run it without investors. The same low cost lets many others build the same service, and this site already has several stories about AI search visibility trackers.

## Can one person copy Rumored.ai now?

**Verdict: Yes, the build. The sale is the uncertain part.**

One person can build a monitor like this today with the model providers' interfaces, a web framework and a payment processor, in weeks. What cannot be copied from the sources is the sale: the buyer is not named and no listing was found, so a reader cannot see how the founder found the buyer or what the buyer paid for besides the code, the domain and any customers.

1. Pick a question that every company in a market already worries about, here "what does ChatGPT say about us?", and answer it with a report.
2. Publish one full sample report on well-known companies, so visitors see the output before they pay.
3. Compare model answers with checked facts, not only count mentions, so each finding comes with a concrete fix.
4. Charge from the first day, here one plan per monitored brand, and keep a public list of your projects with what happened to each one.

**What is still open.** Other facts that AI assistants get wrong and that someone pays to correct: opening hours and menus of local businesses, product specifications in online stores, drug and device information for manufacturers, and the facts in public profiles of hotels and destinations.

## What could go wrong for Rumored.ai?

- **What is not verified.** The headline figure, a sale for US$10,000, rests on one source: the founder's own projects pages, which first show it in an Internet Archive copy of 4 October 2026 and still show it on 8 November 2026. FounderSold repeats it but cites the same page. The founder's pages do not name the buyer or give the date, no buyer statement or marketplace record was found, and no revenue or customer figure from before the sale was found. A reader could look for the buyer's own account, a closed listing on a marketplace for small businesses, or a dated post by the founder about the sale.
- **Who runs it now.** The founder's page says that the product was sold, but on 8 November 2026 the home page still shows "Josh Pigford — Founder, Rumored (previously Baremetrics)", the terms have the same text as the archived copy of 13 May 2026, the privacy policy is still dated 25 March 2026, and both name only "Rumored". No source names the new owner, so a customer cannot tell from the site who operates the service today.
- **Statistics and examples without sources.** The home page states figures such as "2.8 billion queries/day on ChatGPT alone", "527% year-over-year growth in AI-sourced web sessions" and a claim that its four models cover "98.8% of AI search", without naming a source. Under the heading "This is what AI is saying about real companies right now" it shows examples about "Acme" and "Competitor X", which are placeholder names, not real companies.
- **It reads public web pages.** To build its list of true facts, the home page says "we crawl your site and third-party sources", and the privacy policy names "reviews, news, knowledge graphs". The pages do not say which third-party sites it reads or whether those sites allow automated reading.
- **Competition.** This site has at least eight other AI search visibility stories, for example Otterly.AI, Peec AI, Promptmonitor and BrandAxis; Rumored's difference on its own pages is the fact check of each answer, not the mention count.
- **Dependence on model providers.** The privacy policy says the service sends queries to OpenAI, Google, Anthropic and Perplexity, and the sample report used OpenRouter to reach them. The product is a measurement of those models: if a provider changes its model, its prices or its terms for automated queries, the scores and the cost of each scan change with it.
- **The founder's other projects.** Pigford's list of 95 projects includes other AI products from 2025 and 2026, some sold (Parse.new, Socialmotion, NameSnag) and one, FirstIndex, described as "Done-for-you AI and SEO serivces" [sic]. Rumored's pages do not link to them.

## Sources

1. Josh Pigford, Rumored.ai project page, read 8 November 2026 — https://joshpigford.com/projects/rumored (grade D). Read in full. "What happened? Sold for $10,000", the year 2026, and a link to rumored.ai. The open-source note on the page refers to the founder's own website.
2. Josh Pigford, Projects, read 8 November 2026 — https://joshpigford.com/projects (grade D). Read in full. The founder's list of his 95 projects with the year started and what happened. Source for the sale price and the founder's other projects.
3. Internet Archive copies of joshpigford.com/projects, 22 April, 15 May, 11 June, 13 June, 11 July and 4 October 2026 — https://web.archive.org/web/20261004120152/https://joshpigford.com/projects (grade D). Read the Rumored.ai row and the project tally in each copy. Dates the first appearance of the sale line between 11 July and 4 October 2026; the capture list of the Internet Archive has no copy between those dates.
4. Internet Archive copy of joshpigford.com/projects/rumored, 15 May 2026 — https://web.archive.org/web/20260515231551/https://joshpigford.com/projects/rumored (grade D). Read in full. The project page before the sale: "What happened? Active".
5. FounderSold, Rumored.ai Acquired for $10,000: Exit Details, read 8 November 2026 — https://foundersold.com/exits/rumored-ai (grade D). Read in full. A database of small exits; it gives the sale price, "Founded 2026" and the founder, and cites the founder's projects page, so it is not an independent confirmation.
6. Rumored home page, read 8 November 2026 — https://rumored.ai/ (grade C). Read in full. What the product does, the founder quote, the statistics, the example threats and the plan.
7. Rumored pricing page, read 8 November 2026 — https://rumored.ai/pricing (grade C). Read in full. The per-brand plan and Enterprise.
8. Internet Archive copies of rumored.ai, 19 March, 3 June and 2 July 2026, and the capture list of the domain — https://web.archive.org/web/20260603015311/https://rumored.ai/ (grade C). Read in full, with the page source. The March copy gives only the title and description; the June and July copies have the same text as today, including the founder quote and the price.
9. Internet Archive copy of rumored.ai/pricing, 3 June 2026 — https://web.archive.org/web/20260603015324/https://rumored.ai/pricing (grade C). Read in full. The price before the sale.
10. Rumored terms of service, Internet Archive copy of 13 May 2026 and live page read 8 November 2026 — https://rumored.ai/terms (grade C). Read both in full; the text is the same, last updated 10 April 2026. Source for paid-only billing through Stripe, the refund rule and the law of Alabama.
11. Rumored privacy policy, read 8 November 2026 — https://rumored.ai/privacy (grade C). Read in full. Last updated 25 March 2026. Source for the model providers, Stripe, Rails and the public sources it reads.
12. Internet Archive copy of rumored.ai/linear-report, 24 March 2026 — https://web.archive.org/web/20260324204716/https://rumored.ai/linear-report (grade C). Read the summary and the methodology section. A sample report generated on 16 March 2026; source for the models, OpenRouter, the pipeline and the cost per run.
13. Database of failed startups, local export — /method/#dead (grade C). Local export. AI-written summaries, not independently verified. Source for the failed predecessors.

Contact: aiolum@livyden.com. Run Rumored.ai? Send corrections or a verified figure to aiolum@livyden.com (subject: Correction: Rumored.ai).