AI visibility for independent software makers

You built it.
Does AI
recommend it?

See which buyer questions mention your product, who appears instead, and what’s worth improving next.

Free check. No signup. No credit card.

enspireExample workflow

01 / The question

“Which running app helps me keep a useful trail journal?”

Look beyond the score.

Read the extracted excerpt. Follow the source links.

02 / An opportunity to investigate

Answer the question your product is built for.

Turn relevant evidence into a helpful guide, comparison, or alternatives page.

A full draft. Yours to edit.Review → approve → choose where to publish

Illustration of the workflow, not a measured result.

Evidence you can inspectQuestions you approveDrafts you controlRead the methodology ↗

From curiosity to something useful

One question leads
to your next good move.

Start with a snapshot. Build a repeatable process when you know what you want to measure.

Check your product

Enter your website or public repository. See how it appears in a sample of AI answers, before creating an account.

No account needed

Make the questions yours

Create a free account and connect your repository. Confirm what you sell, who it helps, and the questions worth tracking.

Free workspace

Try a real draft

Choose a relevant opportunity. Read and edit your first draft free. Upgrade when you want to publish or keep drafting.

Review before you pay to ship

A useful answer to “now what?”

A score is a starting point.
The next step matters more.

Enspire brings the question, evidence, and draft together so you can decide what deserves your time.

Check my product free ↗

Measure the right product

Confirm your audience and questions. A changed question set starts a separate baseline.

Know what the numbers mean

Inspect extracted rankings, excerpts, and source links. See scan dates and measurement coverage. Failed requests are not counted as losses.

Ship with your judgment intact

Edit the complete draft and check the facts. Nothing leaves the workspace until you choose to publish or open a PR.

Less guessing about visibility. More clarity about what to work on next.

Start with evidence. Pay for action.

Try the work
before you commit.

The public check needs no account. The free workspace lets you go further. Paid plans start at $19/month.

Explore

Free

$0/month

Understand your visibility and try your first draft.

1 connected project
12 questions · 1 engine · weekly scans
Answers, sources, and an action plan
One complete draft preview to read and edit

Create my free workspaceGitHub repository required for the workspace.

Put the work out there

Starter

$19/month

For one product you’re actively growing.

30 questions · daily scans
No engine cap · 3 repeat runs
Continued drafting and full editing
Hosted publishing and GitHub pull requests

Start free, upgrade when readyNo payment at signup. Choose a plan in your workspace.

More than one product? Pro · $49/month for up to 3 projects, or Growth · $149/month for up to 10. Compare plans ↗

Before you start

Good questions.

Know what you’re trying,
and what to expect.

What do I get without signing up?

A snapshot of how your product appears in answers to a small set of buyer questions, the products mentioned instead, and suggested next steps. Enter a public website or GitHub repository. You do not need to connect a repository or enter a credit card for this check.

What can I try with a free account?

Connect one GitHub repository, confirm your product and up to 12 buyer questions, and track a weekly scan on one engine. You can prepare, read, and edit one draft preview per project. Publishing, pull requests, and continued drafting require a paid plan.

Do I need GitHub?

The free website check works without GitHub. The ongoing workspace currently uses a connected GitHub repository. You can sign up with Google or GitHub, then choose which repository to connect. Signing in does not grant repository access.

Will this guarantee that ChatGPT recommends me?

No. Enspire measures sampled answers and helps you decide what to improve. Recommendations vary by model, question, and time. A content change may help, but a higher score or more customers is not guaranteed.

Is this exactly what every user sees in ChatGPT?

No. Checks use official model APIs with web search. Consumer apps can produce different answers because of their settings, context, and personalization. Inspect the question, engine, and evidence behind each measurement.

Does Enspire publish anything automatically?

Drafts stay in your workspace until you choose to ship them. Review and save the content first, then publish a hosted page or open a pull request on a paid plan. Outreach stays a draft until you send it yourself.

What happens when a scan fails?

Failed or unavailable requests are excluded from the visibility score. If an entire scan fails, the last completed report is preserved. You can see when the last successful scan ran and retry a failed attempt.

When should I upgrade?

When you have reviewed a useful draft and want to ship it or keep drafting. Starter adds daily scheduled monitoring, more questions, repeat measurements, and removes the one-engine cap. Start free and choose a paid plan from your workspace when it is useful to you.

Your product has a place in the conversation.

Find out where
you stand today.