24 SEO concepts GEO gurus overcomplicate for maximum fees:

1) They won’t say they are buying links but they might explain they have to “financially incentivize knowledge-graph insertions”

2) They won’t try to get dofollow links, they will try to “acquire unrestricted weight-passing inference-validation pathways”

3) They can’t optimize anchor text, they have to force-align “citation-trigger entity-association text nodes”

4) They can’t update a robots.txt file, they have to configure “asynchronous agent access prohibition protocols for corpus exclusion”

5) They can’t fix a broken link, they have to repair a “semantic disconnect in the knowledge graph”

6) They can’t optimize meta titles, they have to hijack “primary generative attention-mechanism tokens”

7) They can’t work on meta descriptions, they have to engineer “pre-computation synthesis summaries”

8) They can’t rewrite H1 tags, they have to “recalibrate hierarchical token-prominence drivers”

9) They can’t run a content gap analysis, they must perform “latent space retrieval blindspot auditing”

10) They can’t talk about E-E-A-T, they have to optimize for “multidimensional heuristic truth-weighting”

11) They can’t flag thin content, they have to purge “insufficient dimensional vector mass”

12) They can’t write evergreen content, they must generate “temporal decay resistant nodes for perpetual knowledge saliency”

13) They can’t do keyword research, they have to map “probabilistic user-query token distributions”

14) They can’t write Schema markup, they have to generate “machine readable structured ontological data payloads for high-fidelity entity attribute mapping”

15) They can’t do local SEO, they have to optimize “latitudinal-longitudinal geospatial coordinate-weighted retrieval”

16) They can’t create internal links, they have to architect “intra-domain semantic influence-density distribution”

17) They can’t add pagination, they have to “deploy linear token-regression navigational nodes”

18) They can’t create pillar pages, they have to construct “foundational zero-shot retrieval monoliths”

19) They can’t call it duplicate content, they have to call it a “redundant vector-space collision”

20) They can’t improve page speed, they have to mitigate “high-latency token-to-pixel throughput bottlenecks”

21) They can’t say a user bounced, they have to explain the user triggered a “premature context-window abandonment”

22) They can’t mention 404 errors anymore, they must log “non-resolving topological endpoints”

23) They can’t analyze server logs, they must “audit algorithmic requests for generative-model ingestion heuristics”

24) They can’t run A/B testing, they must perform “stochastic prompt-response variance analysis”

Be kind to the self-proclaimed GEO / AIO / AEO / LLMO experts.

Maintaining the illusion of technical competence must be exhausting.

Stop paying marketers to pretend they understand machine learning.

GEO = Generative Engine Overcomplication

Elie Berreby – April 26, 2026