Real ChatGPT answer · index seedS3oMlZDVIjwcompleteMarketing and advertising · local marketingcommercial

Are there any open-source or free citation building tools that replace BrightLocal for a bootstrapped startup in Portland?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any open-source or free citation building tools that replace BrightLocal for a bootstrapped startup in Portland?
2 real searches · 1 real-search pass
free local citation building tools alternatives to BrightLocal 2026 open source citation management local SEOGoogle ↗
OBSERVEDComparison
BrightLocal alternatives free citation building tools manual directories local SEO Portland OregonGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%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
free local citation building tools alternatives to BrightLocal 2026 open source citation management local SEO Google ↗
BrightLocal alternatives free citation building tools manual directories local SEO Portland Oregon Google ↗
  1. Google Business Profile · google.com
  2. Bing Places · bingplaces.com
  3. Apple Business Connect · businessconnect.apple.com
  4. GMB Everywhere · gmbeverywhere.com
  5. WordStream Citation Calculator · wordstream.com
  6. Whitespark · whitespark.ca
  7. LocalScan · localscan.io
  8. Best BrightLocal Alternatives in 2026 · localscan.io
  9. BrightLocal Alternatives (2026): 10 Local SEO Tools · lilachbullock.com
  10. Local Citation Services Compared · brightlocal.com
  11. BrightLocal's US city citation directory · brightlocal.com
  12. Citewatch · onetimesuite.com
  13. Open Source SEO Tools: Self-Hosted and Free (2026) · openseo.gg

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
free local citation building tools alternatives to BrightLocal 2026 open source citation management local SEO
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
BrightLocal alternatives free citation building tools manual directories local SEO Portland Oregon
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1