The SEO competitor analysis report a founder should ask for
Start from the last page: three or four funded actions with evidence, owners and check dates. Then see what sits behind them and what the data costs.
If you run a company and someone hands you an SEO competitor analysis report, the first thing to check is the last page. A good report ends with a few decisions you can fund or reject. A weak one ends with a chart of keyword counts and a line about "content opportunities". This piece covers what the report should contain, how to tell a useful one from a padded one, and what it costs to produce in data.
The one-page test
Before reading anything else, look for a short list of actions. Each action should carry four things:
- What to do. "Build a comparison page for the two searches where rivals hold top-five spots."
- The evidence. Which rivals, which searches, which positions.
- An owner. A person, not a team.
- A check date. When you will look again to see if it worked.
Three or four of these is the right number. If the report has fifteen, nobody chose. If it has none, it is a research document, not a plan.
What should sit behind those actions
A sound report covers four areas, and each should feed at least one action or be dropped.
Who the rivals are
The rivals in a search report are the domains that rank for your important searches, which is not always the list your sales team keeps. Ask how the list was built. A defensible answer is either repeated page-one appearances across your key searches or keyword overlap data. Expect review sites, directories or trade publications on it. Three to five rivals is enough; Wikipedia-sized sites should be excluded because you cannot copy them.
Which of their pages earn traffic, and why
The report should name each rival's top two or three pages by search traffic and say what type of page they are. That tells you what to build. Then it should show the searches behind them, with each rival's position. Ask whether positions were considered: a rival in second place is a long fight, one in ninth is a near-term win.
A gap matters when several rivals rank for related searches with the same kind of page and you have none. Ask the author to group gaps by the page that would serve them, not list hundreds of loose keywords.
Links and technical health
Link totals alone say little. The report should say where rivals' strongest links come from and whether you could earn similar ones. Directories and partner pages are reachable; a decade of press coverage is not a next-quarter item. All rivals should be measured from the same data source, because each link index misses different links.
On the technical side, look for a side-by-side check of each rival's best page against yours: status code, title and main heading, mobile speed, and whether the main text shows without JavaScript. If your page loses there, that is your cheapest action.
AI answers
AI answers are a second scoreboard, and the leaders there are often not the leaders in Google. The report should list which sites those answers cite for your buyers' questions. Sometimes the most-cited source is a trade magazine, and a mention there is worth more than another page on your own site.
What it costs to produce
Most of the cost is someone's time to read pages and decide. The data side is cheaper than many founders assume. On seogeoaeo.ai, each lookup is priced in credits and shown before it runs:
| Input to the report | Tool | Credits |
|---|---|---|
| Rival list from keyword overlap | Competitor Finder | 38 |
| Each rival's top keywords and pages | Competitor Keywords | 35 per rival |
| Each rival's strongest linking sites | Backlink Finder | 70 per rival |
| Pages AI answers cite on your topic | AI Citation Finder | 160 |
For four rivals that comes to 618 credits. The Indie plan is $29 a month for 2,000 credits, so the data for a quarterly report fits inside the smallest plan with room left over. Monthly credits do not roll over, so there is no point buying ahead.
This is why we would point a founder to seogeoaeo.ai before a large SEO suite: you pay for the lookups the report needs, not for seats in a tool you will open four times a year. The trade-off is that it does not track rankings week to week. If your team reports on rank movement every Monday, a suite with rank tracking, such as Semrush or Ahrefs, fits that habit better.
Questions to ask whoever wrote it
- Which actions would change if we dropped one rival from the list?
- Which numbers are estimates, and from which source?
- What did you find that made you change your mind?
- When do we rerun this?
The answer to the last should be "next quarter". The method seogeoaeo.ai describes in its step-by-step competitor analysis guide uses the same cadence, and it gives your actions enough time to show results before the next pass.