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Plain explanations of search, AI search, advertising and campaigns, published results from other companies with their sources, and tools you can run yourself.

Articles

Articles on search, AI search and campaigns.

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Field notes

Published results from other companies, sourced.

Field note 01 · Local lead generation

A Texas HVAC contractor turned Yelp Ads into $645 of revenue per call

$645 in revenue per call from Yelp, a 45% conversion rate, a 444% increase in total monthly leads, more than 1,500 leads a year from Yelp, and 30% year-over-year growth.

Published by Yelp for Business, November 2024

Third-party result

Field note 09 · Competing in the AI age: AI search

Ramp’s AI search visibility rose from 3.2% to 22.2%, and why that matters

Ramp’s AI visibility rose from 3.2% to 22.2%, a gain Profound describes as happening within a month (its chart runs Dec. 1, 2024 to Feb. 15, 2025), with 300+ citations and a move from 19th to 8th among fintech brands. 1840 & Co. went from 0% to 11% visibility in a month, and into the top five for remote-staffing prompts, with one structured post.

Published by Profound, in customer case studies

Third-party result

Field note 10 · Political campaigns: media strategy

Where the political ad dollar goes furthest, by the 2024 numbers

$11.1 billion spent in the 2023 to 2024 cycle; connected TV at $2.3 billion (21%), the second-largest medium, ahead of digital ($1.6 billion) and linear cable ($1.37 billion); Arizona at $511 million, fourth in the nation; 2026 projected at a record $11.6 billion with CTV at $2.7 billion (23%). Cost per thousand impressions, per Tech for Campaigns: broadcast $43.35 and cable $22.10 (primetime upfront benchmarks it cites from Media Dynamics), against $16.47 on Meta and $3.50 on Google across its own 2024 buys. In 2020 House races, roughly 75% of TV spending reached voters outside the district (Priorities USA).

Data from AdImpact, Tech for Campaigns, Priorities USA, The Trade Desk, Basis Technologies and peer-reviewed studies

Third-party result
All ten field notes

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