/ TRAFFIC INTEL
/ Brand A
Acquisition Intelligence Report
No single brand controls every axis. brand-b.example leads on the composite DCI (33/100), but brand-a.example owns the most category queries top-3 (3 of 15) and brand-b.example captures the biggest share of organic traffic. The category is fragmented across specialists, not consolidated under one winner.
Market leader (DCI)
brand-b.example
DCI 33/100 composite
Acquisition leader
brand-b.example
68% of tracked organic traffic
Query ownership
brand-a.example
3 of 15 category queries top-3
Executive brief
What matters now
Brand A ranks #2 of 3 tracked brands on the Demand Control Index (22/100), behind Brand B (33). It owns 3 of 15 category buying queries in the organic top-3 and is cited by ChatGPT in 0 of 10, a defensible wedge rather than full control. The most urgent gap is AI visibility: ChatGPT cites Brand A in 0 of 10 buyer prompts while it recommends Brand B in 6, so AI is actively steering buyers to a competitor.
Next best action · Brand A
Close the AI citation gap. Brand A is absent from ChatGPT on 10 of 10 buyer prompts. Entity-anchored schema, answer- shaped pages, and a weekly citation sweep move this faster and cheaper than chasing new backlinks.
Methodology & caveats
Scope. 3 competitors across 15 commercial queries in United States. Data: Ahrefs v3 (organic, paid, SERP, backlinks) plus an AI-search citation pass for LLM visibility.
Data caveat. Partial collection: SERP snapshots (7/15 captured). Conclusions degrade where data is thin; nothing below is fabricated.
Sources. Ahrefs v3 (organic, paid, SERP, backlinks) · AI-search citation pass for LLM visibility
SERP coverage. 7/15 snapshots captured.
Part 1 · Visibility overview
At a glance
Competitor scorecard. ◀ YOU marks Brand A.
brand-b.example
Dark Horse
- DR
- 72
- Organic
- 135k
- Top-3
- 2/15 (13%)
- AI
- 6/10
Two category wins; a defensible niche, not a leadership claim.
brand-a.example ◀ YOU
Dark Horse
- DR
- 61
- Organic
- 26k
- Top-3
- 3/15 (20%)
- AI
- 0/10
Owns 3/15 category queries. Multi-wedge specialist.
brand-c.example
Specialist
- DR
- 70
- Organic
- 38k
- Top-3
- 0/15 (0%)
- AI
- 2/10
Big authority (DR 70, 38k/mo) that does not translate to category wins.
| # | Brand | DR | Organic / mo | Category top-3 | AI mentions | DCI | Read |
|---|---|---|---|---|---|---|---|
| 1 | brand-b.example | 72 | 135k | 2/15 (13%) | 6/10 | 33 | Two category wins; a defensible niche, not a leadership claim. |
| 2 | brand-a.example ◀ YOU | 61 | 26k | 3/15 (20%) | 0/10 | 22 | Owns 3/15 category queries. Multi-wedge specialist. |
| 3 | brand-c.example | 70 | 38k | 0/15 (0%) | 2/10 | 15 | Big authority (DR 70, 38k/mo) that does not translate to category wins. |
Demand Control Index
Composite of query ownership (max 40), paid pressure (25), site authority (20), and AI citation (15).
DCI breakdown
Component shape across the four DCI channels. Each axis is scaled to its own max; closer to the edge is stronger. YOU is filled in accent.
- Query ownership 5/40Paid pressure 6/25Site authority 14/20AI citation 8/15
- Query ownership 8/40Paid pressure 2/25Site authority 12/20AI citation 0/15
- Query ownership 0/40Paid pressure 0/25Site authority 14/20AI citation 1/15
Dark Horse. Mid-pack today, but owns a viable wedge query.
Specialist. Real audience in an adjacent sub-topic; plays a different game than the head-term incumbents.
Brand A snapshot
Rank
#2
DCI
22
DR
61
Organic
26k
Category top-3
3/15
AI mentions
0/10
Part 2 · Channel deep-dives
AI Search
Google AI Overviews
9 of 15
tracked queries already trigger an AI answer
Volume exposed to AI
59%
of category search volume sits under AI Overviews
Top ChatGPT citation
brand-b.example
cited in 6/10 buyer prompts
Where AI is already answering
| AI Overview query | Vol/mo | CPC | Best tracked rank | Citation likelihood |
|---|---|---|---|---|
| chenille yarn | 11k | $0.25 | brand-a.example #4 | Marginal |
| worsted weight yarn | 7.5k | $0.20 | brand-c.example #5 | Marginal |
| fingering weight yarn | 5.7k | $0.20 | no tracked rank | Unlikely cited |
| sport weight yarn | 4k | $0.20 | no tracked rank | Unlikely cited |
| mohair yarn | 3.8k | $0.25 | brand-a.example #3 | Likely cited |
| acrylic yarn | 3.6k | $0.25 | brand-a.example #1 | Likely cited |
| lace weight yarn | 2.5k | $0.25 | no tracked rank | Unlikely cited |
| free crochet afghan patterns | 900 | $0.00 | no tracked rank | Unlikely cited |
| shawl knitting patterns | 350 | $0.03 | no tracked rank | Unlikely cited |
AI citation share
What a buyer actually sees
Prompt
Where can I find a variety of shawl knitting patterns?
Brands the AI named · first mentions
- WEBS · yarn.com · outside tracked set
- Yarnspirations · yarnspirations.com · outside tracked set
- Brand C · blog.brand-c.example · outside tracked set
- Brand B · carewear.org · outside tracked set
- Cleome Smith Knits · cleomesmith.com · outside tracked set
- Prickly Pear Knits · pricklypearknits.com · outside tracked set
What to do about AI Search
9 of 15 tracked queries already show an AI Overview. Three concrete actions: (1) make your top-3 pages answer-shaped (clear definitions, comparison tables, explicit Q&A); (2) add Article + FAQ + Product schema with named-entity references; (3) run a weekly AI-search citation sweep so you see decline before traffic does.
/ Next step · SEO · AI Search · PPC
The gap is clear. Closing it is the work.
We operationalise the plays in this briefing across SEO, AI Search (AEO/GEO), and PPC — so query wins, citations, and paid pressure move together instead of competing for budget.
Other channels
Where each player is winning
Brand B dominates head-term organic volume. Brand A wins more category buying queries top-3 despite less traffic. Brand C holds authority without converting it into category ownership.
Where the demand lives
Category demand clusters around yarn-weight and fiber queries (chenille, worsted, mohair, acrylic). Several high-volume terms already trigger AI Overviews, so ranking alone is no longer enough to capture the click.
Paid search
Paid pressure is distributed across the field rather than concentrated on one aggressor. Opportunity sits in new commercial-intent queries, not in reclaiming existing paid share.
Site authority
Brand B (DR 72) and Brand C (DR 70) outrank Brand A (DR 61) on backlink authority, but authority is not translating 1:1 into category query ownership or AI citations.
Part 3 · Synthesis
The narrative
The category is split. brand-b.example captures the most organic traffic (135k/mo on a DR 72 domain), but brand-a.example owns the most buyer-ready top-3 positions (3/15 commercial queries). The DCI leader, brand-b.example, sits on top of the composite score (33/100) thanks to a mix of paid pressure and authority rather than category dominance. No single brand controls every axis. The race for #2 is real. brand-a.example trails by 11 DCI points, holding 3 category wins. Close enough to matter, far enough that the leader's lead is structural rather than tactical. The most actionable asymmetry: brand-a.example ranks well organically but is invisible in ChatGPT. Closing the AEO gap with entity-anchored schema and citation-friendly content is cheaper than chasing a new keyword.
What to do about it
Play 1
Pick the right fight
The market is still being defined. brand-b.example leads by a narrow margin and every tracked competitor has a path to #1. The first brand to operationalise commercial-page + AEO playbooks captures a decisive share.
Play 2
Decide where to invest, search or AI
The AI assistant's recommendations align with Google's rankings on the tracked queries; the AI layer is reinforcing existing winners. To challenge brand-b.example, you must challenge them in both channels at once, not pick one.
Play 3
Rebalance paid against organic
Paid activity is distributed across the category rather than concentrated. No single competitor is mispricing attention, so the opportunity is in new commercial-intent queries rather than reclaiming existing paid traffic.
/ Next step · SEO · AI Search · PPC
From briefing to category control
trafficLabs runs the execution layer: technical and content SEO, AI citation / answer-engine work, and paid search where it compounds organic. Same team that built this report — accountable to the DCI and citation metrics above.