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SEO analysis AI-agent service

An SEO analysis AI-agent service that tells you what to improve next

Led growth at cnvrg.io before its acquisition by Intel.

You have search reports, a library of pages and a list of keywords. The hard part is deciding which change deserves the team's time—and whether the page buyers need already exists.

I build and run a custom SEO analysis agent service that connects search evidence, buyer questions, your current content and the offers you can actually deliver. I personally review the recommendations and implement the agreed work, so the output is a decision with a reason and an owner.

Find the gap before adding another page

This service fits a business with useful expertise or content that is difficult to discover, overlapping pages with unclear roles, or organic traffic that is poorly connected to a commercial next step.

The first useful step is to map a priority buyer question to the existing page library. We decide whether to improve an answer, refresh a claim, add a contextual link, investigate a technical issue or commission a distinct new piece. An existing page with the right intent often deserves attention before a new URL.

The revenue opportunity comes from helping relevant buyers find a useful answer and reach the appropriate offer. We connect the opportunity queue to relevant visits, qualified inquiries and the next buyer decision.

The work you receive

  • A query-to-page map connecting available search evidence with buyer intent and existing URLs.
  • A prioritized opportunity list with the observed issue, proposed change and reason to act.
  • A content and claim review that identifies missing answers, unsupported statements and outdated material.
  • Specific page, internal-link or editorial briefs your team can approve and implement.
  • The agreed content or technical implementation, with a record of what changed.
  • A review plan for indexing, relevant queries, qualified visits and subsequent inquiries or purchases.

Where AI-search visibility is part of the question, I can include observations from the agreed sources and methods. A brand mention, a citation, a visit and a customer are recorded separately.

How I use the agent

The agent organizes permitted search and content evidence, compares possible page matches and helps prepare research and recommendations. I decide what the evidence supports, protect the purpose of existing pages and review the proposed change with your content or product owner.

We start with one topic or page group, agree the next actions and expand only where the work remains useful. A recurring review can maintain the opportunity queue. Publishing and major changes to existing URLs are included only when agreed with the responsible owner.

Evaluate useful discovery

Choose the query group, baseline and observation period before assessing a change. Review whether the page answers the intended question, whether relevant buyers reach it and whether the next step produces qualified engagement. Record seasonality, site changes and missing data that affect the comparison. No service can guarantee indexing, rankings or AI citations.

Work with Yaniv

Led growth at cnvrg.io before its acquisition by Intel.

A first output for a buyer question your pages miss

Illustrative output structure, not a client result. The actual brief, evidence and delivery scope are agreed for your business.

Question

Does the current library answer the question buyers ask before evaluating the service?

Evidence

The actual page prose, available query observations and an attributable source for any proposed claim.

Output

A page brief with the missing answer, existing destination, useful original example and purposeful internal links.

Decision

Improve the existing page, commission a genuinely different answer or leave the page unchanged while evidence is missing.

Sample existing-page opportunity record

Illustrative specimen. All example records, product details, messages and amounts below are invented for this demonstration. This is not client work, a live integration or a measured result.

This is a fictional page-library review for a company selling a reporting product. Its current library contains a product page and a general reporting article; this example does not report measured search demand.

Review fieldRecorded exampleDecision implication
Buyer questionDoes CSV export include automatic refresh?The answer affects product fit before a demo request.
Existing answerThe product page describes CSV export but does not explain refresh behavior.Inspect and improve that page before commissioning another broad reporting article.
Required product evidenceAn accepted product note states that the export is manual.Explain that limitation in plain language; do not invent a sync feature.
Proposed outputA short supported answer, a concrete export example and a relevant link from the existing reporting article.One existing buyer task receives a complete answer.
Demand evidenceSearch volume, ranking and qualified inquiry effect are unknown in this fictional review.Do not turn a plausible question into a measured opportunity or a traffic forecast.
When a new page is justifiedA distinct question needs a substantial explanation that the existing page cannot usefully carry.Commission a separate brief only after recording that contribution and its receiving offer.

Review decision: the product owner confirms manual export, the editor accepts the improved answer, and the page owner implements the agreed change. Review later discovery and qualified inquiries using an agreed cohort and observation period; no ranking gain is presumed.

An actual page-inventory check on this website

Inventory checked October 29, 2026. These are existing pages on this website; this check does not establish new search demand, current rankings or a client result.

ResourceExisting pageReader task
Existing English guide/guides/b2b-saas-content-strategy/Helps a reader plan B2B SaaS content around buyer questions.
Existing service page/content-strategy/Explains commissioning a content strategy and the work involved.

Decision: inspect the existing guide before proposing another page about the same content-strategy question. If a verified buyer question is unanswered, improve that guide where it fits. Create a separate URL only when the intent and useful answer are distinct. Keep observed queries, interview evidence and qualification outcomes separate from this inventory check.

Choose the ownership your team needs

This standalone service fits a defined task with a named business owner. If your existing specialist can deliver it with better inputs, the useful first scope may be a brief or focused implementation alongside that team. If the problem spans priorities, budgets and several channels, discuss fractional growth leadership rather than asking one workflow to own the whole function.

Questions before starting

Will you improve our existing pages?

Yes. Existing pages are the starting point. New content needs a distinct reader purpose and something useful to add.

Is this a keyword report or an ongoing service?

It can be a focused investigation or a recurring agent-assisted analysis and implementation scope. The proposal defines the outputs and continuing ownership.

Does it include writing?

Specific page improvements can be included. A broader article-production programme is scoped separately so research and writing have clear owners.

What will it cost?

Fees depend on the page group, sources, analysis and implementation you need. There is no automatic price inherited from a wider growth engagement.

Bring one search question worth answering

On a 15-minute call, show me a page group, a missed buyer question or the gap between traffic and inquiries. We will choose the first useful investigation.

By Yaniv Goldenberg, Fractional CMO & Head of Growth Last updated