This buyer’s guide compares AI SEO software on the same campaign and scoring rubric. Each review focuses on what the product does, what a usable plan costs, and which limits affect the final score.
How we test pricing
Pricing gets its own test pass on every product:
- Check the listed rate. We record the price shown on the vendor’s current pricing page or checkout flow and add an as-of date. Every figure on this site is in USD unless the page says otherwise.
- Check the limits. We record prompt caps, engine add-ons, seat charges, features moved to higher tiers, and annual commitments shown as monthly rates.
- Run team and client scenarios. A flat price for a solo marketer can become expensive for an eight-person agency. Reviews show the cost at different team sizes when the plan structure changes the result.
- Check the subscription terms. Cancellation, downgrade, and trial terms factor into the value score when they can be verified.
The current scores come from a full bench cycle run in June and July 2026, with every product graded on the same campaign. The complete rubric and pillar weights live on the methodology page.
How scores change
Scores are updated after major product releases, pricing changes, or verification passes that change a graded field. Each page shows when its claims were last checked.
When a vendor disputes a factual claim, the claim is checked again against the product and current documentation. Confirmed changes are added with a new verification date.
Where to go next
Start with the full scoreboard for every score and price in one place. Use the head-to-head comparisons to compare two shortlisted tools on the same fields.
Bottom line: check the score, the usable tier, and the latest verification date before you buy.