Six-Category Visibility Scorecard: How We Grade Websites

The problem with vibes-based audits

Most website audits read like this: "Your homepage is okay. Your meta tags need work. Your blog could be better. Schema is missing in places. Overall, this is a B-minus site." Twenty pages of screenshots, sentences with hedging language, no defensible standard.

That is not a rubric. That is an opinion dressed as a report. The customer cannot tell whether B-minus actually means anything, whether the auditor would say the same thing about a different site, or whether the work would be different on a competitor site.

The Six-Category Visibility Scorecard is the rubric we built to fix that. Six categories, firm numeric thresholds for every grade, the same standard every issue, public methodology so anyone can reproduce the audit.

The six categories

The categories are fixed. Same names, same definitions, every issue.

1. Branded AEO

How accurately and citationally AI engines describe you when asked by name.

A: accurate description with 5+ citations across multiple pages. B: accurate description with 1 to 4 citations. C: description present but partial or generic, no citations. D: mentioned by name but no citations or describes incorrectly. F: not mentioned at all when asked by name.

2. Category AEO

Whether AI engines surface you when asked the question your ICP would actually ask.

A: listed in top 5 platforms or tools when asked the ICP's category question. B: listed in top 10. C: mentioned but not in primary list. D: mentioned only as alternative or footnote. F: not mentioned at all.

3. Google Indexation

How much of the site Google has actually crawled, indexed, and is willing to rank.

A: 80%+ of routes indexed, ranking for 50+ keywords. B: 50 to 79% indexed, ranking for 20 to 49 keywords. C: 25 to 49% indexed, ranking for 5 to 19 keywords. D: under 25% indexed, ranking for 1 to 4 keywords. F: 0 ranked keywords or 0 routes indexed.

4. SERP Visibility

When indexed, where you actually rank for queries that matter.

A: top 10 for 5+ target queries, top 3 for 1+. B: top 10 for 2 to 4 target queries. C: top 20 for 1+ target query. D: top 100 for any target query, but nothing higher. F: not in top 100 for any target query.

5. Content Authority

Depth, structure, and topical-cluster coherence of the published content.

A: 25+ purposeful pages within a single topic cluster, schema across major routes, dense internal linking. B: 15 to 24 pages, schema on key routes, decent internal linking. C: 8 to 14 pages, partial schema, basic internal linking. D: 4 to 7 pages, minimal or no schema. F: under 4 pages or only product/marketing pages with no informational content.

6. The modular sixth category

Adapts to client type. Local businesses get Local Pack and GBP. SaaS and agencies get Backlink Authority. Ecommerce gets Marketplace and Comparison Visibility. Professional services get Trust Signals. Each modular category has its own thresholds. The default for ambiguous cases is Backlink Authority.

Why the thresholds are firm and numeric

Defensibility. If we tell a client they got a D in Indexation, the client (or any other agency) can independently verify: did under 25% of routes get indexed? Are they ranking for fewer than 5 keywords? The grade is reproducible.

This matters because most clients have been burned by vibes-based audits before. They want to know that B+ this month vs. B- next month is a real shift, not a mood. Numeric thresholds make the rubric trustworthy. Trustworthy rubrics make the work trustworthy.

Provisional grades

One important nuance: a grade is "provisional" and explicitly labeled when one of these applies:

• The client shipped major technical changes (pre-rendering, schema additions, route restructuring, domain migration) within the last 90 days.
• The domain is brand new (under 6 months since first crawl).
• DataForSEO returned thin or empty data for reasons unrelated to actual visibility (rate limit, location/language mismatch).

On the scorecard, the grade shows with a [Provisional] tag. In the brief copy, we explain why it is provisional, project where it will land naturally with time alone, and distinguish passive lift from directed lift. This is what protects honesty. We do not claim credit for what time would do anyway.

How each F maps to specific work

The point of grading is the action plan. Each F or D in the scorecard maps to a category of work.

• Branded AEO F or D: schema, about page work, entity establishment across multiple sources.
• Category AEO F or D: category-answering content (comparison, listicle, primer).
• Indexation F or D: technical work (crawlability, sitemap, server-side rendering, render path).
• SERP Visibility F or D: on-page optimization (target query alignment, intent matching, internal linking).
• Content Authority F or D: content production (cluster build-out, topical depth).
• Local Pack F or D: GBP completion, review system, local citations.
• Backlink Authority F or D: digital PR, partnerships, guest posts.

Each monthly Strategic Visibility Brief picks 3 to 5 actions across these categories based on which Fs and Ds are most leverageable that month.

The rubric in practice: SyncSpark itself

An example. A typical Canadian small business that has spent on a website but never on AEO will usually grade something like:

• Branded AEO: C or D (AI engines describe them generically, with no citations)
• Category AEO: F (not in the consideration set when ICP-defining questions are asked)
• Google Indexation: C (most pages indexed, ranking shallow)
• SERP Visibility: D (ranking for a handful of brand or long-tail queries, nothing competitive)
• Content Authority: D or F (under 10 pages, no topical cluster, minimal schema)
• Local Pack and GBP: C (profile exists, incomplete, infrequent posts)

The action plan that follows from those grades is concrete: schema, llms.txt, comparison content, GBP completion, FAQPage on top traffic pages. That is the kind of plan a monthly brief turns into 3 to 5 specific actions per issue, with AI-ready prompts the team or AI can execute.

How to use the rubric

Three paths.

Free Website Scorecard. Run the audit on your own domain at syncspark.ca/scorecard. Two minutes, six grades, gaps named explicitly. No sales call.

Done-for-you optimization. Once you know the grades, our SEO + AEO Optimization ships the AEO-side foundations (Branded AEO, Category AEO, schema, llms.txt) plus the broader SEO and performance scope across all six categories. Done-for-you, From $2,500, in 1 to 3 weeks.

Monthly Strategic Visibility Brief. If the work is ongoing rather than a one-time fix, the monthly brief grades you on the same six categories every issue and prescribes 3 to 5 actions per month. More on what is in the brief.

Or: take the rubric, audit yourself, ship the work, and never talk to us. The methodology is yours to use. That is the entire point of publishing it.