Lead-gen aggregators control 32% of pool and spa ChatGPT ads as of July 2026, while regional builders barely register.
As of July 2026, lead-gen and affiliate aggregators command roughly 32% of pool and spa placements on ChatGPT, more than every dedicated pool brand except Leslie's. Consumer Picks leads a fragmented 29-advertiser field where regional builders barely register, leaving the door open for local operators targeting city-specific prompts.
As of July 2026, lead-gen and affiliate sites command roughly a third of all pool and spa placements on ChatGPT, more than every dedicated pool service brand except Leslie's
Out of 29 advertisers competing for pool and spa placements on ChatGPT, Leslie's is the only national pool retail brand on the board. The next dedicated pool name is Thunderbird Pools & Spas at 3 placements, and it is the rare regional builder showing up at all.
This is structural, not a fluke. Angi and Roto-Rooter, neither a pool company, add another 11.68% on top of the aggregator share. Lead-gen sites win on content volume and bid mechanics, not service quality, so a regional builder cannot out-bid them on relevance alone.
The prompts are hyper-local and time-stamped, with buyers typing 'Dallas Texas', 'Memorial Day 2026', and 'spring opening service'. The current winners are national aggregators whose pitch is 'we will connect you to a local pro', a content play, not a service play. The local-intent searches are being answered by companies that don't do the work.
With 19 advertisers fighting across a 73-prompt cluster and the top 3 holding only 46.75% of share, the category is not locked up. A regional builder who targets one city-specific or seasonal prompt cluster, for example 'best [city] pool builders for gunite installation' or 'Memorial Day hot tub sale 2026', can outperform a lead-gen site on conversion even if it loses on raw reach, because the prompt is already halfway down the funnel.
As of July 2026, 29 advertisers are competing across 77 captured placements. The top two are lead-gen site Consumer Picks with 16 placements (20.78%) and pool retail chain Leslie's with 14 placements (18.18%). The third tier is generalist home services, including Angi at 5 placements (6.49%) and Roto-Rooter at 4 placements (5.19%).
With only 29 advertisers competing for 77 placements and the top 3 holding just 46.75% of share in July 2026, the category is fragmented. Only Leslie's (14 placements) and Thunderbird Pools & Spas (3 placements) appear as dedicated pool service brands in the data, which leaves room for regional operators to own city-specific prompt clusters before lead-gen sites colonize them.
Cost data is not captured in this dataset, but the structural signal is clear: 29 advertisers competing for 77 placements in July 2026 suggests low auction pressure and accessible entry pricing for new advertisers in the niche.
Captured prompts in July 2026 cluster around a single intent group (pool, inground, inground pool, pentair) covering 73 prompts. The top prompts are hyper-local and seasonal, including 'best pool builders in dallas texas for gunite installation' and 'best hot tubs under $8000 to buy during memorial day sale 2026'.
Yes. As of July 2026, lead-gen and affiliate aggregators (Consumer Picks at 20.78%, an Unknown entity at 7.79%, and BUYEREVIEWS at 3.9%) together hold roughly 32% of all pool and spa placements, more than every dedicated pool service brand except Leslie's.
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