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TabsTX · perception
The press the machines actually read
Every time an AI answer engine recommends a Dallas restaurant, it cites its sources. We keep the receipts. This is the ranked list of publications and individual articles the engines pulled from — which is, in practice, the list of places worth getting written about.
- Citations
- 7824
- Publications
- 1209
- Editorial
- 41
- Answers cited
- 1032
Weighted by citation, not by URL — a five-year-old round-up cited three hundred times shapes three hundred answers. Dated for 0% of 3079 article citations; the rest publish no date we can read, and are left out rather than guessed at.
star-telegram.com
EditorialGemini caveat — 23 of these citations come back as opaque Google redirect links with no readable destination. For those, we know the publication but not the article, so they are counted here and left out of the article list rather than shown as dead links.
Cited articles
Questions these citations answered
What a diner was asking when an engine reached for this source.
- Best Tex-Mex in Fort Worth? GGemini 7 7
- Best cheap eats in Fort Worth? GGemini 4 OOpenAI 1 5
- Best restaurants in the Fort Worth Stockyards? PPerplexity 3 3
- Best barbecue in Fort Worth? PPerplexity 3 3
- Best seafood in Fort Worth? GGemini 2 OOpenAI 1 3
- Best waterfront and lakeside dining in DFW? GGemini 3 3
- Best new restaurants that just opened in Fort Worth? GGemini 2 2
- What are the best new restaurant openings in DFW this year? OOpenAI 1 1
- What are the best restaurants in Fort Worth? GGemini 1 1
- Best restaurants on Magnolia Avenue / Near Southside Fort Worth? GGemini 1 1
- Best restaurants in the Arlington Entertainment District? GGemini 1 1
- Which DFW restaurants are James Beard nominees or winners? GGemini 1 1
- Most anticipated new restaurant openings in DFW? GGemini 1 1
Venues named alongside it
Rooms the engines named in the same answers that cited this source. Co-occurrence, not proof of cause — but it is the shape of the influence.
- Rodeo Goat 4
- Don Artemio 3
- Flying Fish 3
- Hooker's Grill 3
- The Chumley House 3
- Walloon's 3
- Ellerbe Fine Foods 2
- Hot Box Biscuit Club 2
- Heim BBQ 2
- Mesero 2
- Pacific Table 2
- Pearl Snap Kolaches 2
- Smoke'N Ash BBQ LLC 2
- The Bearded Lady 2
- The Lonesome Dove Western Bistro 2
- The Point on Lake Worth 2
- Waters Restaurant 2
- Zeke's Fish and Chips 2
- 61 Osteria 1
- Brewed Ltd 1
Method
We ask the AI answer engines the questions diners actually ask, on a schedule, and store every answer with its citations. The counts above are citation rows — one per source URL an engine attached to an answer — scoped to the most recent complete observation run.
"Editorial" versus "directory" is our judgement call, applied by domain and tuned as the corpus grows. Editorial means a publication with an editor: a place a restaurant can be pitched. Directory means an aggregator, listing site, OTA, or user-generated platform — visible, but not pitchable.
Publication dates and bylines come from each cited page's own structured data — the publisher's JSON-LD, then its OpenGraph tags. We fetch politely, once per second, identify ourselves, and stop asking any site that declines. Where a page declares no date we say so; we never estimate one. The exception is Reddit, which refuses crawlers but encodes a post's position in its own submission counter in the URL — those dates are arithmetic, accurate to roughly a day, and marked approximate wherever they appear.