What is AutoSEO?
An AI-powered SEO and AEO management platform that consolidates every client's GA4 and Search Console into one dashboard, generates AI meta recommendations per page, tracks AI Overview visibility, detects cannibalization, and publishes — no SSH, FTP, or CMS access required after setup. Adult and NSFW supported.
Does AutoSEO still work with Google AI Overviews?
AI Overview visibility is sampled as a separate metric. Selected searches show as cited, captured, or absent, with per-query detail. These observations can change by user, location, and time; no result or citation is guaranteed. Deeper analysis here.
SEO vs AEO — what's the difference?
SEO covers crawlability, relevance, authority, rankings, and clicks. AEO examines whether a page provides clear, well-supported answers that search and assistant systems can understand and potentially cite. Useful content and credible sources matter to both; schema alone is not authority.
Does AutoSEO work for adult websites?
Yes — 2Much Colossus NSFW writes accurate, on-brand meta copy for adult sites without filtering or refusals. Mainstream and adult clients managed in the same dashboard.
Do I need server access to each client?
Once, to add a single line of PHP to the header. After that, every edit and publish happens inside AutoSEO. No standing credentials, no accidental breakage.
How much time does it actually save?
Manual meta work is ~2 hours per client per month, mostly on access and navigation. AutoSEO consolidates that into a single 20–40 minute session across all clients — 15–20 hours per month back for a 10-client portfolio.
What scientific analysis tools are included?
Four time-series tools sharing the same daily data: Frequency Analysis (STL + FFT cycles, anomalies, rewrite priorities), Change-Point Detection (PELT with Google update annotation), Cross-Correlation (FFT lead/lag with Bartlett significance), and Causal Impact (synthetic-control intervention measurement with 95% CI). Full methodology here, or read the editorial: Did Your Last SEO Move Actually Work?
How does AutoSEO pick which URLs to rewrite first?
A composite 0–1 score per URL: log-scaled impressions (35%), CTR gap vs domain median (30%), position 5–20 sweet spot (20%), trend direction (15%). Rank 1 has the most upside. The same ranking feeds the AI meta-rewrite prompt automatically.
Can I give clients access to their own data?
Yes — role-based access. Read-only client view, or no access at all. Organisation-level separation so each client only ever sees their own data.
Will AutoSEO update sites without my review?
No. Recommendations remain queued until an authorized person reviews the affected page, edits or rejects the proposal, and explicitly approves publication. Rollback remains available when a change underperforms.
What if a client's site isn't PHP?
The linkscript needs PHP. For non-PHP sites, you can apply meta updates manually from AutoSEO's recommendations or via API. Data consolidation, AI recommendations, cannibalization, and quick wins work regardless of stack.