Passage rewriting for pages that rank but are never quoted
AI Search Optimization (GEO / AEO) · Passage-level citability rewriting
Paragraph-by-paragraph rewriting of pages that already rank, so any single passage can be pulled out and still read as a complete answer.
About this service
A page can hold position four for its query and still never be quoted. Across the 40 pages we audited last quarter, the median paragraph needed two earlier sentences before it made sense on its own: this approach, the platform, as noted above. An assistant hands the model one passage and none of those earlier sentences. This service rewrites paragraphs one at a time until each can be lifted out of the page and remain true, specific and attributable.
What changes and what stays:
Your headings stay. Your section order stays. Markup, internal links, images and template stay untouched. The work happens inside paragraphs. A page typically returns with most of its sentences edited and its outline identical, which is the point: you already rank, and spending that position to chase a citation is a bad trade.
The rules we apply:
Any pronoun pointing outside its paragraph is replaced by the noun at first mention. Product, company and version get named inside the passage that discusses them, not once in an introduction nobody retrieves. Every figure carries unit, currency, period and source in the same sentence, because 4.2 million dollars in ARR for the third quarter of 2025, per the company earnings note, survives extraction while revenue grew forty percent does not. The claim goes in the paragraph's opening sentence and support follows it. Answer sentences stay under about 28 words. Sentences that exist only to transition get deleted. Where you can evidence a claim we take the hedge out; where you cannot we put one in, and every such change is listed with the reason.
Where this stops and the other service starts:
Rewriting sentences cannot manufacture an answer the page does not contain. If the answer is absent, implied, or scattered across four sections and a caption, this work produces cleaner prose that engines still skip, and what you need is answer-ready content restructuring first. We read a sample before accepting a brief, and we have sent people to that service, or away entirely, rather than take work that cannot pay off.
How we test:
Fixed prompt sets, driven through APIs rather than a browser so runs are logged and repeatable: the Perplexity Sonar API, the OpenAI Responses API with its web search tool, the Anthropic Messages API with web search, and the Gemini API grounded on Google Search. Ten to fifteen phrasings per page, several runs each, dated, with every cited domain recorded. We also read raw server logs by user agent, since referrer data undercounts badly. An assistant that quotes you may send no click at all, and chatgpt.com or perplexity.ai referrals in GA4 only catch the ones that do.
Who does the work:
Rohit Nair leads this service. He spent five years on a financial data desk where every line had to stand alone inside a terminal snippet, and he decides which paragraphs are worth saving and which should simply go. Devika Iyer reviews each pass for factual drift against your source material. Two named people on the file, both reachable, no rotating bench.
Not included:
New pages, original research, interviews, images, translation, backlink work, and any change to information architecture. Pages outside the agreed list stay as they are. Regulated, legal or medical claims are not rewritten without your reviewer confirming the wording in writing.
Who this is not for:
Pages with no ranking yet, since this work assumes existing visibility and existing traffic to protect. Teams with nobody empowered to confirm a fact within a week. Anyone who wants a single AI visibility score on a dashboard, because we report cited URLs by prompt and by date and will not sell a composite number we cannot defend line by line.
On what we can promise:
Not a citation. Retrieval changes quietly, answers differ by account and region and by rerunning ten minutes later, and a paragraph quoted all through one month can go silent the next with your page untouched. What we can promise is that the reason will not be that the paragraph fell apart when it was extracted. That much is inside our control, we show the before and after readings side by side, and the runs where nothing improved stay in the report.
Scope
- Target market
- United States, United Kingdom
- Working language
- English
- Industry
- B2B SaaS, Developer tools, Fintech
- Engagement model
- Monthly retainer
- Turnaround
- 1 month or more
- Seller type
- Boutique agency
What the seller needs from you
- 1Which ranking pages are in scope, with their current query and position?
- 2Where do the numbers on those pages come from?
- 3Who is your named reviewer for factual sign-off?
- 4Can you share a voice guide or three pages you consider on-brand?
- 5Can we get server log access or a GA4 read-only seat for the baseline?
Asked at checkout. Delivery time starts once you answer, not when you pay.
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Starting at $6,000