Cheap Seats

A read-only copy of Cheap Seats measuring itself, updated hourly. Run your own.

Quick wins

The fix lists from the latest run of every prompt set, core sets first, then fastest expected ranking gain: prompts a fix could flip per working day, each weighted by what it has left to win (one minus its recommended rate over the last two weeks; named, for an info prompt). Mark a fix with the commit or pull request you submitted for it; open leaves out the ones you have. A later fix for the same page stays open, with what was tried before.

Statusall 2open 2

Priorityall 2high 1medium 1

Siteall 2elsewhere 2

Gapall 8documentation 6third-party 2

Setall 6Finding out whether AI assistants recommend us 1Getting recommended instead of a competitor 2Choosing an AI visibility tool 1Cheap Seats head to heads 1Open-source and self-hosted AI visibility 1

Get Popcorn listed in frase.io's 10 best AI visibility tools roundup high third-party effort M flips 6 Getting recommended instead of a competitor

Where: https://frase.io/blog/the-10-best-ai-visibility-tools-in-2026
Must say: Pitch Frase to add Popcorn as the open-source, self-hosted entry. It asks Claude and OpenAI models your buyer questions on search and recall tracks, grades recommended, mentioned or absent with share of voice, and builds a ranked fix list. Supply a one-paragraph blurb, a screenshot of a fix list and the GitHub link.
Done when: The Frase article lists Popcorn, and prompt 20 or 2 on the search track names Popcorn.
Displaces: https://frase.io/blog/the-10-best-ai-visibility-tools-in-2026
Why: P20 claude-code-opus search sourced frase.io/blog/the-10-best-ai-visibility-tools-in-2026; the same page also shaped P3, P9, P12 and P17.

Prompt for Claude Code
# Get Popcorn listed in frase.io's 10 best AI visibility tools roundup

When buyers ask an AI assistant the questions below, it doesn't recommend us, or recommends us for the wrong reasons. This is a third-party gap: the roundups and comparisons the model reads leave us out.

## The questions it affects
- How can I find out why an AI assistant prefers a competitor's product over ours?
- ChatGPT gets our features and pricing wrong. How do we correct what AI assistants say about our product?
- What does an answer engine optimization content strategy look like for a B2B SaaS company?
- AI answers in our category keep citing Reddit threads, review sites and listicles that only mention our competitors. How do we get onto those sources?
- What are the quickest wins for improving our brand's visibility in AI search?
- Which AI visibility tools tell you what content to create or change, not just where you rank?

## What the assistant said
P20 claude-code-opus search sourced frase.io/blog/the-10-best-ai-visibility-tools-in-2026; the same page also shaped P3, P9, P12 and P17.

## Who wins the question today
https://frase.io/blog/the-10-best-ai-visibility-tools-in-2026. Read it and make sure our version answers everything it does, better.

## Your task
We need to be included on https://frase.io/blog/the-10-best-ai-visibility-tools-in-2026. Read that page first, work out the right way in (editor contact, submission form, PR, comments), and draft exactly what to send: a short, factual pitch covering the points below, in the page's own format.

## What it must say
Pitch Frase to add Popcorn as the open-source, self-hosted entry. It asks Claude and OpenAI models your buyer questions on search and recall tracks, grades recommended, mentioned or absent with share of voice, and builds a ranked fix list. Supply a one-paragraph blurb, a screenshot of a fix list and the GitHub link.

## Done when
The Frase article lists Popcorn, and prompt 20 or 2 on the search track names Popcorn.

## Rules
- Don't invent numbers, benchmarks, prices, capabilities or customer names. Where a fact is needed and you can't find it in the repo or on our site, leave a clearly marked TODO saying exactly what to measure or who to ask.
- Answer the questions above directly and early on the page, in the words buyers use. AI assistants quote pages that state the answer plainly.
- Keep it scoped to this one fix. When you're done, summarise what you changed and list any TODOs.

From this run

Get Popcorn added to airops.com/blog/profound-alternatives as the open-source option medium third-party effort M flips 2 Getting recommended instead of a competitor

Where: https://airops.com/blog/profound-alternatives
Must say: Pitch AirOps to include Popcorn as the open-source, self-hosted alternative to Profound. Emphasise the ranked fix list naming page, content, target prompts and owner, plus the MIT license and single Docker container.
Done when: The AirOps page names Popcorn, and prompt 20 on the search track names Popcorn as a Profound alternative.
Displaces: https://airops.com/blog/profound-alternatives
Why: P20 claude-code-opus search: top pick AthenaHQ, shaped by airops.com/blog/profound-alternatives, scrunch-alternatives and athenahq-alternatives.

Prompt for Claude Code
# Get Popcorn added to airops.com/blog/profound-alternatives as the open-source option

When buyers ask an AI assistant the questions below, it doesn't recommend us, or recommends us for the wrong reasons. This is a third-party gap: the roundups and comparisons the model reads leave us out.

## The questions it affects
- AI assistants mention our product but add caveats that steer buyers away. How do we address the objections they raise?
- Which AI visibility tools tell you what content to create or change, not just where you rank?

## What the assistant said
P20 claude-code-opus search: top pick AthenaHQ, shaped by airops.com/blog/profound-alternatives, scrunch-alternatives and athenahq-alternatives.

## Who wins the question today
https://airops.com/blog/profound-alternatives. Read it and make sure our version answers everything it does, better.

## Your task
We need to be included on https://airops.com/blog/profound-alternatives. Read that page first, work out the right way in (editor contact, submission form, PR, comments), and draft exactly what to send: a short, factual pitch covering the points below, in the page's own format.

## What it must say
Pitch AirOps to include Popcorn as the open-source, self-hosted alternative to Profound. Emphasise the ranked fix list naming page, content, target prompts and owner, plus the MIT license and single Docker container.

## Done when
The AirOps page names Popcorn, and prompt 20 on the search track names Popcorn as a Profound alternative.

## Rules
- Don't invent numbers, benchmarks, prices, capabilities or customer names. Where a fact is needed and you can't find it in the repo or on our site, leave a clearly marked TODO saying exactly what to measure or who to ask.
- Answer the questions above directly and early on the page, in the words buyers use. AI assistants quote pages that state the answer plainly.
- Keep it scoped to this one fix. When you're done, summarise what you changed and list any TODOs.

From this run