Real ChatGPT answer · index seedA0GYINEVyjkcompleteMarketing and advertising · local marketinginformational

What are the emerging best practices for local link building that survived the most recent spam updates targeting service-area businesses?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the emerging best practices for local link building that survived the most recent spam updates targeting service-area businesses?
3 real searches · 1 real-search pass
2026 Google spam updates link spam local SEO service area businesses link building best practicesGoogle ↗
OBSERVEDReason
Google Search spam policies link spam site reputation abuse scaled content 2025 2026 local business linksGoogle ↗
OBSERVEDOther / navigational
local SEO link building service area businesses citations sponsorships digital PR Google guidelinesGoogle ↗
OBSERVEDReason

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (3)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 Google spam updates link spam local SEO service area businesses link building best practices Google ↗
Google Search spam policies link spam site reputation abuse scaled content 2025 2026 local business links Google ↗
local SEO link building service area businesses citations sponsorships digital PR Google guidelines Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Google spam updates link spam local SEO service area businesses link building best practices
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Search spam policies link spam site reputation abuse scaled content 2025 2026 local business links
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
local SEO link building service area businesses citations sponsorships digital PR Google guidelines
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1