Content Capability
Other SEO Agencies
In-House Team
ThirdMeta
AEO Coverage Footprint
SERP-first; occasional AEO tests; no coverage KPIs.
Limited reach; ad-hoc attempts; inconsistent monitoring.
Multi-engine AEO plan; tracked prompt coverage; weekly receipts.
Prompt → Intent Mapping Depth
Keyword lists; thin connection to sales intent.
Tribal knowledge; undocumented mapping and gaps.
Prompt clusters tied to MOFU/BOFU pages and funnels.
Entity Graph Strength
Basic schema; weak/absent entity strategy.
Brand pages exist; relationships unclear to LLMs.
Schema + entity pages + corroborating sources for LLM trust.
Citation & Evidence Signals
Blog summaries; few original, quotable proofs.
Scattered decks; rarely packaged for citation.
First-party research, quotes, ROI notes embedded on pages.
Structured Data & Answerability
Partial schema; coverage gaps on FAQs/how-to.
Minimal structure; inconsistent templates.
Comprehensive schema; FAQs/How-to; answer-card readiness.
Experiment & Learning Loop
Monthly reviews; slow approvals; little iteration.
Priorities shift; tests stall in queues.
Weekly tests; decision log; ship winners fast.
Sales-Led Content Inputs
Writer-led; limited access to customers.
Insights exist; seldom translated into pages.
Pages built from calls, objections, use-cases, competitor deals.
Speed, Crawlability & Indexation
Theme tweaks only; crawl/index issues linger.
Tech debt and shared backlogs delay fixes.
CWV passes, clean sitemaps, log-based fixes and guardrails.
Paid-Intent Capture & Blended CAC
Rankings focus; little CAC accountability.
Paid dominates; organic under-invested.
Own high-CPC terms organically; blended CAC trends down.