16 JUL 2026
AEO
Lead with the answer, not the build-up
Answer engines lift passages that resolve a question in the first sentence. Put the direct answer first and the context after it - the inverted pyramid is back, this time for machines.
TIPS & AI INSIGHTS
One practical insight at a time.
Short, specific recommendations on AI search visibility - drawn from ongoing monitoring across the major engines and updated regularly.
THE FEED
Topic
10 insights
15 JUL 2026
Entities
One name, spelled one way, everywhere
Models merge or confuse brands whose names appear with inconsistent spellings, transliterations or abbreviations. Pick one canonical form and use it on every owned and third-party surface.
14 JUL 2026
Schema
Mark up FAQs even without a rich result
FAQ schema no longer earns much in classic search, but it still labels question-answer pairs in a way answer engines parse cleanly. Keep it on definitional and comparison pages.
13 JUL 2026
GEO
Audit the description, not just the citation
Being mentioned is not the same as being described correctly. Ask each major engine to describe the brand and score the answer for accuracy and sentiment - monthly.
12 JUL 2026
Content
Remove the hedge words models refuse to quote
Phrases like 'arguably', 'one of the leading' and 'solutions that unlock growth' make a passage un-quotable. Concrete, checkable claims get cited; filler gets skipped.
11 JUL 2026
Monitoring
Track a fixed question panel, not ad-hoc prompts
Citation movement only means something against a stable baseline. Fix a panel of real buyer questions and re-run it on a schedule - same wording, same engines.
10 JUL 2026
SEO
Crawlability still gates AI visibility
Pages that can't be crawled cleanly can't be ingested, ranked or cited. Before any AI-facing work, confirm the basics: status codes, canonicals, sitemaps and render-blocking scripts.
09 JUL 2026
SMAO
Community threads outweigh brand pages for buying questions
For 'best X' and 'is Y worth it' questions, models lean on forum and review consensus. A thin or negative community footprint shows up directly in generated answers.
08 JUL 2026
LLMO
Chunk knowledge so each section stands alone
Retrieval systems pull sections, not pages. A heading plus a self-contained explanation is one clean retrievable unit; a wall of prose that depends on earlier paragraphs is not.
07 JUL 2026
Regional
Stale regional facts persist until someone corrects them
Models refresh regional information slowly, and nobody corrects it by default. Outdated addresses, leadership names and offerings keep appearing in answers until the sources are fixed.
New insights are published as monitoring surfaces them. For deeper analysis, see the blog.