---
title: "ChatGPT is not recommending my product — what should I do?"
lang: "en"
canonical: "https://winin.ai/en/answers/chatgpt-not-recommending-product/"
alternate: "https://winin.ai/zh/answers/chatgpt-not-recommending-product/"
datePublished: "2026-09-12"
dateModified: "2026-09-12"
section: "answers"
---

# ChatGPT is not recommending my product — what should I do?

## Quick answer

Separate three cases first: **full absence**, **mentioned but not recommended**, or **recommended with wrong facts**. Remedies differ: strengthen Reach (readable authoritative info), strengthen shortlist/recommendation reasons, or govern facts to fix wrong price/discontinued errors. Do not replace a same-conditions baseline with “ask again and hope.”

A workable path: archive fixed category/comparison prompts on ChatGPT → reconcile public fact consistency → after approval, update fact/product/channel pages → same-conditions retest. Winin’s Edith / Homer / Friday follow that loop.

## Details

### What not to do immediately
- Treat one screenshot as a formal conclusion
- Bulk-change prices or publish unverifiable “reviews” without approval
- Claim competitors “bought black-hat” without evidence

### What to log
Prompt, mentioned/shortlisted/recommended, reason text, cited URLs, competitor set, date. Operating teams can upgrade to a Formal Baseline (scoped quote).

### Contact
For help scoping prompts and sampling, email contact@winin.ai.

## Related facts

- [Edith](/en/facts/edith/)
- [Homer](/en/facts/homer/)
- [Friday](/en/facts/friday/)
- [Reach / Shortlist / Recommended](/en/facts/stages-reach-shortlist-recommended/)
- [Case metrics disclaimer](/en/facts/case-metrics-disclaimer/)

## FAQ

**Q: Should we manually ask ChatGPT daily?**  
A: Prefer fixed prompts, archives, and same-conditions retest.

**Q: Fix ads or facts first?**  
A: When facts are wrong, govern facts first; then content and evidence tasks.

---
Contact: **contact@winin.ai** · Canonical facts: `/en/facts/*`/ and https://winin.ai · Updated 2026-09-11