AI Search Reporting for Agencies: Client-Ready, Repeatable, Credible

What Does the Client-Facing AI Search Report Contain?

The SEOWedge report for agencies contains three main elements: the AI-Visibility score (showing how often your client is named or cited in AI answers), competitor share-of-voice (which brands are named instead), and a list of page-level opportunities. Each opportunity details the buyer question, which competitor is being cited, and which page on your client’s site needs to be created or improved.

The report is built on discovered buyer questions, not prompts you have to write. This means each scan reflects what real buyers are asking in the category, so the findings are always relevant. For every gap, an Action Brief explains why AI assistants cite someone else and what page should be published to close it.

The report is exportable as a PDF on the Agency plan, ready to send to clients or include in your own reporting stack. Each report is dated and records the sampled answers, making it defensible for client conversations and progress tracking.

If you want a detailed breakdown of the report structure and best practices for communicating findings, see AI Search Report Template for Clients.

Can I White-Label the Report for My Agency or Clients?

White-label PDF exports are included on the SEOWedge Agency plan. This means you can apply your agency’s branding or your client’s logo to every exported report, removing SEOWedge’s branding from the final output. This is not available on the Free or Pro plans—only the Agency plan supports white-label exports.

The export function covers all the main report sections: AI-Visibility score, competitor share, page-level opportunities, and recommended next actions. You control the branding, so you can deliver reports as part of your own service, without referencing SEOWedge in the client-facing document.

Each PDF export costs 1 credit, and the Agency plan includes 60 report exports per month. If you need more, you can buy credit packs to extend this limit without changing plans. This ensures you can always deliver reports on your schedule, even for larger client rosters or higher-frequency reporting cycles.

For agencies needing a sample before committing, you can review a public sample report to see the output format and level of detail.

Plan	White-Label PDF Reports Included?	Monthly Report Exports
Free	No	0
Pro	No	10
Agency	Yes	60

White-label reporting is exclusive to the Agency plan.

How Many Client Domains Can I Run, and What Are the Plan Limits?

The SEOWedge Agency plan is built for agencies and consultants with multiple clients. You can run up to 25 client domains (called projects) under a single account. Each project is fully separated—each has its own scan history, question set, and report exports.

Every month, you can run up to 100 Full Scans across those 25 domains. Each scan discovers up to 25 buyer questions, checks them across OpenAI (GPT) and Google Gemini, and returns a new set of opportunities and competitor share data. If you need more scans in a busy month, you can buy credit packs to extend your limits without upgrading the plan.

Bulk content generation is also included: generate up to 10 articles at once for any project, so you can address multiple gaps in a single workflow. The plan includes 150 articles and 600 AI revisions per month, supporting both initial drafts and client-requested edits.

Credit packs let you scale up temporarily—100 credits for $19, 300 for $49, or 1000 for $129. Each Full Scan costs 3 credits, and each PDF report export is 1 credit. This means you can handle spikes in client demand without paying for a larger plan year-round.

Plan	Client Domains (Projects)	Full Scans/Month	Buyer Questions/Scan	Bulk Articles At Once
Free	1	1 (Lite)	5	1
Pro	5	20	12	3
Agency	25	100	25	10

Agency plan supports 25 domains and 100 scans per month.

How Much Work Is Each Monthly Cycle for an Agency?

A full monthly cycle with SEOWedge is designed to be repeatable and efficient. The workflow is: scan each client domain, review the AI-Visibility score and opportunity list, generate missing pages with the Content Studio, and export a client-ready report. You do not need to write or maintain prompt lists—SEOWedge discovers buyer questions automatically from each site and its market.

For each domain, a Full Scan takes minutes and returns actionable data. Reviewing the Action Briefs and generating articles can be done in bulk, so you can address several gaps in a single session. Edits and revisions are included, so you can fine-tune drafts before client delivery.

Report exports are a one-click process. With white-labeling, you can deliver the finished PDF directly to your client or add it to your own reporting suite. The process is the same each month: scan, address gaps, export, repeat. This keeps your reporting credible and your workflow predictable, even across a large client roster.

If you want to see a public example of the report and workflow, visit the sample report.

How Do I Show Progress When AI Answers Move Around?

AI answers are not static—they change as models update, new content is crawled, and assistants re-calculate citations. SEOWedge handles this by sampling the same set of buyer questions and platforms each month, recording the answers as dated samples. This makes it possible to show real, defensible progress: you can compare the AI-Visibility score, competitor share, and named citations from one month to the next.

Each report includes a timeline of visibility: which questions your client is now named for, which competitors have lost share, and which gaps remain. Because SEOWedge stores the actual sampled answers, you can show clients exactly what changed, not just that a score moved. This is critical for credibility, especially when clients ask why answers vary between scans.

The workflow is built for the reality that citations move slowly—weeks, not hours. SEOWedge scores each content draft for Publish Readiness before you export, and submits new URLs via IndexNow so AI assistants see them sooner. This makes every report a before-and-after snapshot, tied to real actions you took.

For a deeper explanation of how AI-Visibility scores are calculated and what they mean, see What an AI Search Visibility Score Actually Measures.

What Is the Workflow from Measurement to Action, and How Is It Different from Other Tools?

SEOWedge is built around a single loop: measure the AI answer, name the exact page behind the gap, write that page from your brand profile, and track whether citations move after publishing. This is not just monitoring or prompt tracking—every scan produces a list of discovered buyer questions, not prompts you have to maintain. Each identified gap becomes an Action Brief, and every Action Brief can be turned into a draft page in the Content Studio.

The workflow is: Enter a client domain, let SEOWedge crawl and extract the Brand DNA, run a Full Scan to discover buyer questions and competitor share, review the Action Briefs, generate missing content, and export the report. The Agency plan supports running this process for up to 25 clients at once, with bulk actions and white-label exports included.

This loop means you can go from measurement to client-ready action in one tool, with every step tracked and exportable. Competing tools may offer more surface area or enterprise dashboards, but SEOWedge is built for agencies who need to show, fix, and prove progress for a manageable client roster.

For a direct comparison of workflows and plan limits, see SEOWedge vs Otterly AI or SEOWedge vs Semrush AI Visibility.

What Happens When I Start a Free Scan?

When you start a free scan on SEOWedge, you enter a domain and the tool crawls the site to extract a Brand DNA profile. It then discovers five buyer questions for that category, runs them through OpenAI (GPT), and returns an AI-Visibility score, competitor share, and one page-level opportunity with an Action Brief. No credit card is required for the free scan, and you get a real, client-ready result—not just a teaser or demo.

The free scan is limited to one project, one scan, and one article, and does not include white-label exports. It’s designed to show you exactly what the paid workflow will deliver, so you can test the fit for your agency before committing. Upgrading to Pro or Agency unlocks more projects, more scans, bulk actions, and white-label reporting.

You can start your free scan now at the signup page. For a full breakdown of what the free audit checks and what you get, see Free AI Search Audit by SEOWedge.

Is SEOWedge the Right Choice for My Agency?

SEOWedge is the only tool in the category that delivers a real free scan with no card, the lowest paid entry point at $29/month, and a single workflow that measures, names, and closes the AI search gap in one place. For agencies running up to 25 domains who need to deliver credible, repeatable AI search reporting with white-label outputs, SEOWedge’s mechanism is built for your job.

You get defensible, dated answer samples, discovered buyer questions, and a direct path from measurement to action. No prompt writing, no manual tracking, no separate content tools. If your clients are asking about ChatGPT, Google AI Overviews, or AI Mode, you can show them exactly where they stand and what to do next.

The next step is to start a free scan and see the workflow for yourself. Go to the signup page and test SEOWedge on your own domain or a client’s. You’ll see the AI-Visibility score, competitor share, and the first Action Brief within minutes.