AI & Agents

Image to Prompt

Last updated 2026-08-29 · benchmark measured 2026-08-29 — deterministic & reproducible

Free tool that converts uploaded images into AI-ready text prompts instantly.

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To cite this score: legit.show/s/imagetoprompt-org/2026-08-29. That address never changes; this page moves with every re-measure.

Legit.Show scored Image to Prompt 78/100 on 2026-08-29, measured across all 7 frames from its public surface. legit.show/s/imagetoprompt-org/2026-08-29

Is Image to Prompt production-ready?

Legit.Show scores Image to Prompt 78 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Image to Prompt (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Discoverability; its weakest is Security. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 87/100
• Accessibility — 92/100
• Security — 25/100
  How this compares across the catalogue: The Web Security Baseline
• Privacy — 75/100
  How this compares across the catalogue: The Privacy Gap
• Reliability — 75/100
• Standards — 89/100
• Discoverability — 100/100

What we measured

• No Content-Security-Policy and no HSTS.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 163 ms to first byte.
• 3 of 3 sampled routes reachable.
• Has a reachable privacy policy.
• Sets cookies / loads scripts with no consent prompt.
• Discoverable: structured data, sitemap, OpenGraph image, canonical URL.

Who it's for

AI artists · creative professionals · Midjourney users · image generation enthusiasts · content creators

Pricing

Free, no credit card needed

Sources and updates

Description

Taken from imagetoprompt.org's own website on 2026-08-29.

Benchmark

Measured by Legit.Show from the live site, the way any visitor sees it — with no access to its code or accounts. Same method for every product, and no AI decides the score. Last checked 2026-08-29.

Put together from public information, without Image to Prompt's involvement. If anything here is wrong, tell us and a person will check it.

Visit Image to Prompt → · Alternatives to Image to Prompt → · How this was measured →