Compare
QueryRev vs Search Atlas
Every change approved under your rules, recorded before and after, and verified.
- Last updated 6 November 2026
- Facts about Search Atlas checked 6 November 2026
The Verdict
Choose Search Atlas when you want on-page fixes deployed fast across many CMSs, with a review step when you want one and plans from $99 a month. Choose QueryRev when each change should pass your approval rules, be recorded before and after, and count as done when its effect is verified against a baseline.
Four Differences
What happens by default
Search Atlas
Its OTTO Pixel page says OTTO deploys fixes on its own by default, while its help centre says suggestions wait in a review queue until someone approves them.OTTO Pixel pageSearch Atlas help indexchecked 6 Nov 2026QueryRev
Nothing reaches the site until your approval rules pass, and protected pages stay untouched.Governed ExecutionWhat is recorded
Search Atlas
Its help centre shows the original content beside each suggested fix, and its OTTO page describes rolling changes back. The pages read describe no change history.Search Atlas helpOTTO SEO pagechecked 6 Nov 2026QueryRev
Each change is written to the Change Ledger with the page’s state before and after.Governed ExecutionHow impact is measured
Search Atlas
Its OTTO page shows issues fixed, time saved (an engineering estimate) and ROI, with no method for ROI; no test or control is described.OTTO SEO pagechecked 6 Nov 2026QueryRev
Each change is compared with a modeled baseline of what would have happened, and counts as done when verified, not when published.VerificationWhat the price follows
Search Atlas
Plans run from $99 to $999 a month and are metered by Universal Credits.Search Atlas pricingchecked 6 Nov 2026QueryRev
Plans follow managed URLs, sites and client workspaces, from $199 a month. No tokens or AI credits to count.Pricing
Side by Side
Every cell about Search Atlas links the page it was read on; every QueryRev cell links the page of this site that describes it.
| Feature | QueryRevOur description | Search Atlas |
|---|---|---|
| At a Glance | ||
| Entry Price | QueryRev$199 a month (Core: 1 site, 5,000 managed URLs)Pricing | Search Atlas$99 a month (Starter)Search Atlas pricingchecked 6 Nov 2026 |
| Priced By | QueryRevManaged URLs, sites and client workspaces. Never tokens or AI credits.Pricing | Search AtlasCreditsSearch Atlas pricingchecked 6 Nov 2026 |
| Free Plan or Trial | QueryRevNo free plan. The free tools need no account.Free Tools | Search AtlasA 7-day trial on Starter and GrowthSearch Atlas pricingchecked 6 Nov 2026 |
| Agency Workspaces | QueryRevAgency: 10 client workspaces; Agency Pro: 25 client workspaces, with a client portal and white-label.Agencies | Search AtlasFull· DocumentedAn Agency plan with white-label, metered by creditsSearch Atlas pricingchecked 6 Nov 2026 |
| The Loop | ||
| Revenue | QueryRevKnown, influenced, modeled and incremental revenue, each labelled, for organic search and AI assistants, with a Search + AI total of figures of the same kind.Revenue Intelligence | Search AtlasPartial· Marketing claimROI named, no method shownOTTO SEO pagechecked 6 Nov 2026 |
| Decisions | QueryRevTyped decisions, each with its evidence and the revenue at stake, in one queue ranked by value.Decisions | Search AtlasPartial· Marketing claimPrioritises fixes, with no ranking method describedOTTO SEO pagechecked 6 Nov 2026 |
| Governed Execution | QueryRevChanges reach the site only after your approval rules pass, and each is written to the Change Ledger with its before and after.Governed Execution | Search AtlasPartial· DocumentedReview before deploy and rollback; its pages differ on whether fixes deploy on their own by defaultSearch Atlas helpSearch Atlas help indexOTTO Pixel pagechecked 6 Nov 2026 |
| Verification | QueryRevEach change is compared with a modeled baseline of what would have happened, and counts as done when verified, not when published.Verification | Search AtlasNone foundNone foundOTTO SEO pagechecked 6 Nov 2026 |
| AI Search | ||
| AI Engines Tracked | QueryRevAny AI surface, for example Google AI Overviews, ChatGPT, Perplexity and Gemini.GEO / AEO | Search AtlasLLM visibility covers ChatGPT, Gemini and Google AI Mode on Growth, and six platforms, Copilot and Perplexity among them, on Pro and Agency.Search Atlas pricingchecked 6 Nov 2026 |
| Prompt Sampling | QueryRevA fixed set of prompts asked on each AI surface at regular intervals, with a snapshot of every answer. Plans include 100 to 1,500 prompts a week.GEO / AEO | Search Atlas100 LLM visibility queries on Growth and Pro, and 250 on Agency. How often they are run is not stated.Search Atlas pricingchecked 6 Nov 2026 |
| Pricing | ||
| Plans | QueryRev
| Search Atlas
|
Honest Fit
Pick the tool that fits the job. These are the cases where Search Atlas fits better than QueryRev, from its own pages.
You need ready CMS connectors today
OTTO has connectors for WordPress, HubSpot, Webflow, Shopify, Contentful and Duda, and can deploy through a Cloudflare Worker or a code pipeline.OTTO SEO pagechecked 6 Nov 2026You want a lower entry price
Its Starter plan is $99 a month, with a 7-day trial; QueryRev starts at $199 a month.Search Atlas pricingchecked 6 Nov 2026You want fixed pages sent for indexing
OTTO submits each changed URL to Search Console and IndexNow for indexing.OTTO SEO pagechecked 6 Nov 2026You run client reporting on branded dashboards
Its Agency plan, from $999 a month, adds client portals and branded dashboards.Search Atlas pricingchecked 6 Nov 2026
Method and Sources
Every fact about Search Atlas on this page, the page it was read on, and the day it was checked.
- 1OTTO SEO page · checked 6 Nov 2026
- 2Search Atlas help · checked 6 Nov 2026
- 3Search Atlas help index · checked 6 Nov 2026
- 4OTTO Pixel page · checked 6 Nov 2026
- 5Search Atlas pricing · checked 6 Nov 2026
Questions
What is the difference between QueryRev and Search Atlas?
Search Atlas’s OTTO finds on-page issues and deploys fixes across many CMSs, with a review queue, an approval mode and rollback. QueryRev ranks decisions by the revenue at stake, applies a change only after your approval rules pass, records the page before and after, and verifies the result against a baseline.
Does Search Atlas need approval before it changes a page?
Its pages say it two ways: the OTTO Pixel page says fixes deploy on their own by default, while its help centre says suggestions wait in a review queue until approved, one by one or in bulk. QueryRev applies a change only after your approval rules pass.
How does Search Atlas charge, compared with QueryRev?
On 6 November 2026 Search Atlas plans ran from $99 to $999 a month, metered by Universal Credits with projects, seats and OTTO-powered sites. QueryRev plans follow managed URLs, sites and client workspaces, from $199 a month.
How current is this comparison?
Every fact about Search Atlas links the page it was read on and the day it was read, most recently 6 November 2026. Its pages are read again at least every 120 days. QueryRev’s column is our own description of our product. To report an error, write to research@queryrev.com.
Keep exploring