Real ChatGPT answer · index seedDib323fONT8completeMarketing and advertising · local marketingcommercial

Can you recommend the most effective current tools for auditing local citations and backlinks for a small business expanding across town?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you recommend the most effective current tools for auditing local citations and backlinks for a small business expanding across town?
2 real searches · 1 real-search pass
best local SEO citation audit tools 2026 BrightLocal Whitespark Semrush Ahrefs backlink audit features pricingGoogle ↗
OBSERVEDComparison
official BrightLocal citation tracker local search grid backlink checker Whitespark citation finder Semrush backlink audit Ahrefs official featuresGoogle ↗
OBSERVEDOther / navigational

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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
best local SEO citation audit tools 2026 BrightLocal Whitespark Semrush Ahrefs backlink audit features pricing Google ↗
official BrightLocal citation tracker local search grid backlink checker Whitespark citation finder Semrush backlink audit Ahrefs official features Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best local SEO citation audit tools 2026 BrightLocal Whitespark Semrush Ahrefs backlink audit features pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
official BrightLocal citation tracker local search grid backlink checker Whitespark citation finder Semrush backlink audit Ahrefs official features
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1