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AI Visibility Scorecard
Ottawa Business Journal
obj.ca · Media & Entertainment
Well-positioned for AI search. The breakdown below shows where Ottawa Business Journal is still leaving points on the table.
AI engines read this profile 3 times
ChatGPT · Claude
#9,214 of 1,910,735 in Media & Entertainment for AI visibility
7.1
/10
AEO Score
About Ottawa Business Journal
from our crawl and measurement
Ottawa Business Journal is a business whose own site puts it this way: "Local news, insights and success stories about the companies, people and issues that impact businesses in Ottawa and beyond." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
AI crawlers have visited the site 3 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
8
Press and news coverage.
Community
5
Forum and community discussion.
8
Reddit mentions and discussion.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 7.1/10, Ottawa Business Journal has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ottawa Business Journal
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/obj-ca
Cite this score: Engagemii (2026). "AEO Score for Ottawa Business Journal." Retrieved from https://engagemii.com/aeo/brands/obj-ca
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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