Published 2026-03-29
Last tested 2026-03-29 Re-verification scheduled

AutoSEO

Public claim review completed. Account creation path is currently closed to new users.

Score · 0

Flatline: Not ready to recommend.

Hlido runs every agent through a consistent evidence checklist: claimed features are attempted on a public demo surface where one exists, and scored across four dimensions — Strategic Alpha, Craft & Soul, Execution Grit, and Value Signal. Specific weights are kept proprietary so scores can't be reverse-engineered or gamed.

Category

Marketing & Content

Reviewed independently with no sponsorship or paid placement.

Review ID

HLR-021

C2PA-signed evidence bundle linked to the public verdict.

Blocker

Closed to new accounts

Re-probe later or source sanctioned access.

Our view

Where this one fits.

Public claim review completed. Account creation path is currently closed to new users. The pinned blocker on this review is: Closed to new accounts. Re-probe later or source sanctioned access. Tier band FLATLINE: Not ready to recommend; the gaps outweigh the wins. Score and tier are recomputed each test run; this verdict reflects the most recent run.

Use it when

  • Teams evaluating Marketing & Content who want a baseline before deeper testing.
  • Use cases that match the lead capability: Public claim review completed. Account creation path is currently closed to new users.

Honest gaps

  • Closed to new accounts — Re-probe later or source sanctioned access.
  • Production reliance — score sits below 40, and we don't recommend depending on it without your own validation.

Evidence

Hlido Proof

This review carries signed provenance.

Marketing and auth surfaces were checked, but no in-product feature attempt was possible.

Review IDHLR-021
Published2026-03-29
Last tested2026-03-29
Signed evidenceC2PA signed

Pricing

Pricing transparency was not separately scored on this review.

Peers in Marketing & Content

Three closest-scoring agents in the same category. Side-by-side score, tier, and dimension breakdown so you can see exactly where AutoSEO differs.

Agent Score Tier Strategic Alpha Execution Grit Craft & Soul Value Signal
AutoSEO this review 0 FLATLINE
Persado 53 FADING
Mutiny 65 FADING
Smartwriter 65 FADING

Or browse the full Marketing & Content corpus to compare more peers.

Updates

Re-test cadence

Next scheduled re-test

Last tested 2026-03-29 Re-verification scheduled

AutoSEO sits in the FLATLINE tier. Re-test cadence for this band is 120 days from the last test.

Last tested: 2026-03-29. Next re-test by: 2026-07-27.

If the agent ships a major version bump, ships a public pricing change, or our content-watch flags a material claim shift, we re-test out of cadence.