Grow or Die

Free · two live checks per day

Does ChatGPT recommend you?

Enter one unbranded buyer need. We report what was actually observed, then show real Google demand for closely related queries.

What is your buyer looking for?

Describe the need without your brand name. We turn it into one consistent recommendation check.

Plain language only. No prompt instructions.
No mystery score.

We show the observation, the demand, and the limits separately.

A useful snapshot, not an AI-search census.

One standardized US-English observation records whether ChatGPT mentions or cites your domain. Current search-volume and difficulty estimates come from DataForSEO, not your private GSC account.

What is actually checked?

The public check submits your unbranded need through DataForSEO's ChatGPT response endpoint, requesting gpt-4.1-mini with web search enabled and forced, country US and English instructions. It is not a test of every user's ChatGPT interface, personalization or model. The result displays the provider-returned model and check time; reruns can differ.

The repeatable prompt

What are the best tools for "[buyer need]"? Rank the strongest options with brief reasons and include each official website domain.

Your website is the matching target, not a favored brand added to this prompt. The system asks for independent recommendations and citations. Keep the need, model, language and market the same when comparing checks; changing any one changes the question being measured.

How to read the evidence

“Mentioned” uses conservative, citation-backed recommendation matching: the answer must contain a recognized recommendation for the target and a citation on its domain or subdomains. Text-only mentions without a target citation may be missed; “No” does not prove the name never appeared. “Cited” records a target-domain URL even when no recommendation is recognized. A name without that link is not a citation. A recommendation position appears only when an ordered recommendation is detected.

Unavailable is not “not mentioned.” A provider failure produces an unavailable or partial result. Search demand is a separate US-English estimate, not your traffic and not Search Console performance. The public limit permits two fresh checks per requesting network address in a 24-hour window, subject to shared service capacity. Identical domain-and-need results may be reused for up to 24 hours; the displayed check time is the original observation, not the time you opened it. This is not continuous monitoring.

Illustrative observation — not a live result

This synthetic example explains the fields. It is not evidence that an AI recommended Grow or Die or any customer.

Constructed answer excerpt: “2. Example — account-level AI cost reporting.” This text and its supporting citation are invented solely to illustrate a recognized recommendation, not copied from a model response.

Target and need
example.invalid · AI cost attribution for SaaS
Requested setup
gpt-4.1-mini · US · English · web search on
Check time
2026-10-03 00:00 UTC (example timestamp, not an executed check)
Mentioned / cited / position
Yes / Yes / #2
Target citation URLs
https://example.invalid/ (illustrative, not a real product)
Search demand
Unavailable in this example—not zero demand.
Conclusion
A citation-backed recommendation was recognized in this constructed answer. It does not establish a stable ranking, visits or revenue.