How SEO teams make AI unmissable in their content workflows
What agencies, in-house teams and consultants told us about using AI to optimise existing website content — from use cases and tooling to trust, review and results.
N = 204 · in-house SEOs, content leads, agency specialists and consultants
Use AI regularly to optimise existing content
Require substantial or full human review of AI output
Optimise more pages since adopting AI
Who answered
Agencies dominate the sample — nearly six in ten respondents work agency-side, with in-house teams and independent consultants making up most of the rest.
Regular use is the norm, not the exception
Occasional or experimental use has all but disappeared — for these teams, AI is a standing part of the optimisation workflow.
97% use AI regularly to optimise existing website content. Based on respondents who answered this question.
I use AI regularly to improve existing website content, but only as an assistant to the editorial and SEO workflow, not as an autonomous editor.
Search intent leads the way
Multiple-choice question — totals exceed N. Classic on-page work still dominates, but a quarter of teams already use AI for AI-visibility and AEO/GEO tasks.
Search intent realignment on existing pages is where I see the highest ROI — most sites already have the content, it's just misaligned with what searchers actually want now.
Capacity is the headline win
Recurring mentions rather than a single selected answer per respondent. Teams talk about throughput and time first — rankings and conversions follow.
Across our client portfolio, AI roughly tripled how many existing pages we can improve each month. The bottleneck moved from analysis to editorial judgment — which is exactly where you want it.
Most still review everything — but trust is growing
Almost half of respondents review every single AI recommendation. At the same time, nearly three in ten now ship with little to no review — a sign of maturing confidence in AI-assisted workflows.
61% require either substantial review or review of every AI recommendation — yet 29% already publish with little to no review. Trust in AI output is splitting the industry into two camps.
Every recommendation gets reviewed, because AI is confident even when it is wrong, and shipping its suggestions unchecked is how you bloat a page with filler that dilutes the thing that was working.
Every single team optimises more pages
Zero respondents reported no change or a decrease. Two thirds say the increase is substantial.
Do teams measure AI-assisted optimisation separately?
We went from updating maybe 5 older posts a month to refreshing 20 to 25. Rankings on refreshed pages improved within 4 to 6 weeks on average.
General-purpose LLMs first, data layers second
Multiple-choice question. Most stacks pair a general LLM with an SEO platform as the data layer; fully custom workflows remain a niche.
We used AI to identify search intent drift on a client's cornerstone guide that had been stagnant for over a year. After a targeted rewrite, the page moved from position 9 to position 2 within five weeks, and organic traffic to that URL increased by 140%.
More findings
Five extra questions from the survey — on AI search, frustrations, red lines, tooling habits and budgets.
Has AI search (AI Overviews, ChatGPT, Perplexity) changed your optimisation priorities?
What's your biggest frustration with AI in content optimisation?
What would you never hand over to AI?
Do you use a content scoring / on-page optimisation platform alongside your LLM?
How will your AI budget for content optimisation change in the next 12 months?
What most often triggers a refresh of existing content?
In the past, we were only able to audit our most important URLs, but with AI, it's now possible to audit older content that we wouldn't have been able to audit manually due to the time it would take.
A fintech client went from 121 to 4,330+ Google AI Overview appearances in 12 months. The lever wasn't publishing more — it was restructuring existing content around long-tail, question-based queries that AI actually responds to.
Make your content unmissable
in search and AI answers.
The teams in this survey optimise more pages, faster, with a content scoring platform next to their LLM. See where your existing content stands.