Reading a briefing
Read it top to bottom — it’s built that way
A briefing isn’t a dashboard you scan; it’s a memo you read. Each section sets up the next, so the fastest way through is straight down — the opening tells you where you stand, the middle tells you what to do, and the end tells you what to watch and the one call to make. You can stop after the first screen and still have the gist, or keep going for the reasoning.
Here’s the whole reading order at a glance, in the order you meet each part:
| In order, you read | What it gives you |
|---|---|
| Starting position + thesis | Where you stand right now, distilled to one sentence you could repeat in a meeting. |
| The picture | A few headline stat tiles, then two or three analyst paragraphs that read them for you. |
| If you read nothing else | A handful of the most important claims — each with an inline source and date. |
| If you do only three things | The top three ranked actions, lifted from the full backlog. |
| Where you’re winning | The ground you already hold, so you defend it instead of trading it away. |
| Diagnosis, dimension by dimension | A verdict on each of the 13 dimensions — full write-up, or collapsed with a reason. |
| The pattern | The single story that ties every dimension together. |
| The competitor board | Each rival sized up by threat, with an analyst note — including who to start watching. |
| Watch next | The leading indicators to check when the next edition lands. |
| The decision | One recommended call on where next month’s effort goes. |
It opens with your position and a one-sentence thesis
The first thing you read is a plain statement of where you stand, boiled down to a single sentence. It’s deliberately blunt — the kind of line you could repeat in a standup — and it sets the frame for everything below it. If your buyers ask AI for a recommendation and a rival owns the answer, that’s the sentence that says so, in those words.
Right under it comes the picture: a few headline stat tiles, then two or three analyst paragraphs that read the tiles for you rather than leaving you to interpret them. The tiles are the numbers that decide the thesis; the paragraphs explain what they add up to.
The claims that matter carry their own receipts
If you read nothing else is the section that earns its name: a short list of the most important claims this edition, each one carrying an inline source and date so you can see where it came from without hunting. A claim reads like “you hold no comparison pages while the leader ships them weekly — Content, Jun 22,” so the evidence travels with the assertion. Nothing here asks you to take a number on faith; the citation is right there in the line.
Read this section as the executive summary of the summary. If you only have thirty seconds, these are the five or so facts to walk away with — and each one points back to the dimension that produced it, so you can open the deep-dive when you want the full working.
Then it tells you what to do — and where you already win
Directly after the claims comes if you do only three things: the top three actions, pulled from the full backlog and ranked so the highest-leverage move sits first. Each one carries an effort estimate, an impact tier, and a rough time, so you can weigh it at a glance, and each links back to the finding that justifies it.
Right after it, where you’re winning names the ground you already hold — the handful of places you’re ahead of the field. It’s not a pat on the back; it’s there so you defend a lead instead of quietly trading it away while you chase a gap. A briefing that only ever told you what’s broken would push you to fix the wrong things first.
The diagnosis walks every dimension in turn
Past the summary, the briefing slows down and takes each of the 13 dimensions one at a time — the five monitored continuously plus the eight researched for the edition. For each, you get a verdict: how you sit, who leads, and what moved. A dimension with enough fresh signal gets a full write-up you can open into a deep-dive — its own charts, standings, and watch list inline.
A quiet dimension reads differently, and that’s on purpose:
| What you see in the diagnosis | What it means |
|---|---|
| A dimension written up in full | It had enough fresh signal this cycle to stand on its own, with a deep-dive to open. |
| A dimension shown collapsed, with a one-line reason | Too little moved to justify a full section — it’s folded into related sections, never dropped. |
A collapsed dimension isn’t a blank in the report; it’s the briefing being honest that the month was quiet there. Read the one-line reason and move on — it’s context, not a hole. The full registry of the 13, with the labels the product uses, lives on Core concepts; the diagnosis is where you read this cycle’s verdict on each.
The pattern names the one story underneath
After the dimension-by-dimension pass, the pattern does the thing no single dashboard can: it reads across every dimension and every run and names the one mechanism tying them together. A rank that won’t move on one engine, a rival’s pricing tier, a wave of comparison pages, and a gap in your own content usually aren’t four problems — they’re one story, and this is where it gets stated in a sentence. If you read the thesis at the top as the what, the pattern is the why. It’s the paragraph most worth quoting when someone asks you to explain the quarter.
The competitor board sizes up each rival
Next is the competitor board — a per-rival table that rates each competitor by the threat it poses and adds a short analyst note on what it’s doing and why it matters. It reads less like a leaderboard and more like a scouting report: not just who’s ahead, but what each one is doing to stay there.
| Rival | Threat | The analyst read |
|---|---|---|
| Rival A | High | Compounding a lead on one engine the others haven’t locked; ships the comparison pages you’re missing. |
| Rival B | Medium | Rotates in and out of the top spot — winnable if you publish before it entrenches. |
| Rival C | Watch | AI already names it, but it isn’t on your list yet — worth adding to monitoring. |
That last row is a habit worth knowing about: because AI Visibility discovers the whole field of brands the engines actually recommend — not only the competitors you added — the board will sometimes point at a rival you never listed and suggest you start watching it. The newcomer turns up here before it turns up on your radar. More on that discovery in AI Visibility.
It closes on what to watch and one decision
The briefing ends the way a good memo does — forward-looking and decisive. Watch next lists the leading indicators to check when the next edition lands: the specific numbers that, if they move, will confirm or kill the thesis you just read. It turns the briefing from a verdict into a hypothesis you can test against the following cycle.
Then the decision closes it out: a single recommended call on where next month’s effort and budget should go. Not a menu — one call, argued from everything above it. You’re free to overrule it, but the briefing commits to a recommendation rather than leaving you to weigh ten options yourself.
The actions list is a sortable backlog, not prose bullets
Everything the briefing recommends also lives in one place as a structured backlog — the Actions view. Where “if you do only three things” shows the top three, this is the full list, and every action carries the same three tags so you can triage it like a real backlog:
| Every action carries | So you can |
|---|---|
| An effort tier | Filter to the quick wins when you have an afternoon, not a quarter. |
| An impact tier | Sort the critical work to the top and let the moderate wait. |
| A time estimate | Plan a week’s worth honestly, in hours rather than vibes. |
Because those are structured fields, you can sort or filter the list by impact, effort, or time, and open any action for a “why it matters” note that links back to the finding behind it. It’s a punch list you can work down, not a paragraph you have to re-read — and the same sort/filter is available whether you’re reading in the app or pulling the actions over the API.
Whichever way you read it, you’re always reading the latest finished edition — the most recent complete one for your project. CompetLab keeps the current briefing, not a shelf of past ones, so there’s no archive to page back through. To see how a single figure moved week to week, use the monitored dimensions’ run history over in Monitoring; the briefing itself is always an as-of read.
Work with it in code
The same edition you read in the app — every section, the actions, and the coverage caveats — is available to your tools and your scripts.
FAQ
In what order should I read a briefing?
Top to bottom — it's written as a memo, not a dashboard, so each section sets up the next. You start with a one-sentence thesis on where you stand, then the picture (headline stat tiles plus a couple of analyst paragraphs), then "if you read nothing else" (the key claims, each with an inline source and date), then "if you do only three things" (the top ranked actions) and "where you're winning." From there it goes deeper: a diagnosis of every dimension, the single pattern tying them together, a competitor board, the leading indicators to watch next, and one recommended decision to close. You can stop after the first screen and still have the gist, or keep reading for the full reasoning behind it.
What does "if you do only three things" mean?
It's the top of the briefing's action list, surfaced up front so you don't have to read the whole thing to know where to start. CompetLab ranks every recommended action and lifts the three highest-leverage ones into this section, each shown with an effort estimate, an impact tier, and a rough time, plus a link back to the finding that justifies it. Think of it as the shortlist: if this month you can only move on a few things, these are the few. The full set lives in the Actions view, where you can sort and filter the complete backlog — "do only three things" is just the briefing making the first call for you so the page opens with a decision, not a data dump.
Why is a dimension shown "collapsed" instead of written up?
Because it didn't have enough fresh signal that cycle to earn a full section — and CompetLab tells you so rather than padding it out or quietly dropping it. A collapsed dimension is folded into the sections it's relevant to, with a short line explaining why it isn't standing on its own this time. It's common, especially for the eight researched dimensions: a quiet month for funding or hiring simply has less to report than a busy one. Every edition also carries a coverage note about what could and couldn't be compiled. So when you hit a collapsed dimension in the diagnosis, read the one-line reason and move on — it's the briefing being honest about a quiet month there, not a gap in the product, and never something to read as an empty finding.
What is the competitor board, and why does it suggest rivals I never added?
The competitor board is a per-rival table near the end of the briefing that rates each competitor by the threat it poses and adds a short analyst note on what it's doing to stay ahead — closer to a scouting report than a leaderboard. It sometimes points at a brand you never listed because AI Visibility discovers the whole field of brands the engines actually recommend, not just the competitors you configured. When a rival you aren't tracking keeps showing up in the answers your buyers get, the board flags it and suggests adding it to monitoring, so a newcomer gaining ground reaches you here before it blindsides you. You decide whether to add it; the briefing just makes sure you've seen it.
How is the Actions view different from the actions in the briefing?
Same actions, different shape. Inside the briefing narrative, the top few actions appear as "if you do only three things" — the shortlist, in reading order. The Actions view is the full backlog: every recommended action in one place, each tagged with an effort tier, an impact tier (critical, significant, or moderate), and a time estimate in hours. Because those are structured fields, you can sort or filter the list — surface just the critical work, or just the quick wins for an afternoon — and open any action for a "why it matters" note that links back to the finding behind it. It's a punch list you work down rather than prose you re-read, and the same sort and filter are available whether you read it in the app or over the API.
Can I compare this briefing to last month's edition?
Not directly from the briefing — you always read the latest finished edition, and CompetLab keeps the current one rather than an archive of past editions, so there's no way to open last month's alongside it. That's by design: the briefing is an as-of read, a fresh synthesis each cycle. If what you want is how a specific figure moved over time — your AI Visibility Score, a rival's pricing, your content gap — that lives in the monitored dimensions' run history, which is kept in full and can be paged or charted as a trend. So use the briefing for this cycle's judgment and the monitored dimensions for the week-to-week movement behind it; between them you get both the verdict and the timeline.