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Starry Research Labs

Starry Fix

Turn an audit into the exact edits to make

Run a check on your URL. Starry Fix reads your site and the AI answers that describe your market, then lists each gap as a task with the line to change. You make the edit and mark it done, and a re-check reads the page again and records what it found before and after.

  1. 01 Check

    Reads the page, robots.txt, llms.txt and the AI answers for your market.

  2. 02 Task

    Each gap becomes one task with the page, the current value and the fix.

  3. 03 Edit

    You paste the snippet into your site or send it to whoever edits it.

  4. 04 Re-check

    Reads the page again. The task is verified only if the change is there.

Seven kinds of fix

Every task belongs to one of these. Each line below is an example of the edit a task asks for.

  • Title and meta description

    Replace <title>Home</title> with a title that names the product and the buyer, and add a one-sentence meta description.

  • FAQ block

    Add four questions buyers ask about your category, each with a short answer, and the FAQPage markup to go with them.

  • Comparison page outline

    An outline for /compare/northwind-vs-contoso: the H1, the rows of the comparison table and the questions the page should answer.

  • JSON-LD schema

    An Organization block with your name, URL, logo and social profiles in sameAs, ready to paste before </head>.

  • llms.txt

    A /llms.txt file that lists your main pages with one line describing each.

  • robots.txt rule

    Delete Disallow: / under User-agent: GPTBot if you want OpenAI's crawler to read the site.

  • Internal links

    Add a link from /pricing to /compare/northwind-vs-contoso with the anchor text Northwind vs Contoso.

One task, from check to re-check

Example. Northwind Invoices is a fictional site and the values are placeholders.

Title and meta description, P0https://northwind-invoices.example/
What the check read
<title>Home</title>
<!-- no meta description -->
The edit to make
<title>Northwind Invoices: invoicing software for UK freelancers</title>
<meta name="description" content="Create VAT invoices, send payment reminders and export records for your accountant.">
What the re-check read
title: Northwind Invoices: invoicing software for UK freelancers
meta description: Create VAT invoices, send payment reminders and export records for your accountant.
Result
Verified. Both tags on the live page match the replacement.

What it does not promise

Starry Fix promises a set number of fix tasks, each one an edit that a re-check can confirm. It does not promise what happens after that.

  • It cannot promise that ChatGPT, Perplexity, Gemini or any other AI engine will mention or cite your site. The engines decide what they answer.
  • It cannot promise a ranking or a position in search results.
  • It does not publish anything to your site. It only reads public pages and files, and you or whoever edits your site makes each change.

Pricing

Usage is counted in fix tasks. One check can create several tasks.

Starter

$39a month

For one site you are fixing yourself.

  • 20 fix tasks a month
  • 20 checks a month
  • 1 site
Choose Starter

Pro

$99a month

For several sites, with a monthly content plan.

  • 100 fix tasks a month
  • 60 checks a month
  • Up to 5 sites
  • Monthly content plan
Choose Pro

GEO sprint

$199once

One payment for a focused round of fixes on one site.

  • 20 fix tasks
  • 10 checks
  • 1 site
  • Charged once, does not renew
Start the sprint

Prices are in US dollars. Starter and Pro are billed monthly. Payment happens on Stripe after you sign in and choose a plan in the workspace.

Questions

Is this another audit?

It starts from the same reading an audit makes, then writes each finding as one edit: the page, what is there now and the text to put there. Each task stays open until a re-check finds the change on your site.

Do I need to give it access to my CMS?

No. Starry Fix reads public pages and files such as robots.txt and llms.txt and never logs in to your site. You need to be able to edit the site yourself, or have someone who can.

What counts as a task?

One concrete edit on one page or file, such as a new title tag, one JSON-LD block or one robots.txt rule. Your allowance counts the tasks your checks create. A later check on the same site does not create the same task twice.

What if the re-check does not find my change?

The task is marked Not found and shows what the check read before and what the re-check read now, so you can see whether the edit is missing, on another page or still cached. Correct it and re-check again. A task is only verified when a re-check finds the change.

Can I use it on a client's site?

Yes, as long as you or the client can edit the site. Starry Fix only reads public pages, so the client does not need to share any logins. Starter and the sprint cover 1 site; Pro covers up to 5.

What happens after the sprint?

The sprint is one payment that includes 20 fix tasks and 10 checks for one site. It does not renew and nothing else is charged. To keep checking and fixing, choose Starter or Pro.