Sellers Use Better Data to Raise Stakes in CMA Negotiations
Real estate agents are sharpening their skills as sellers demand more precise data. In a market defined by limited inventory and slowing sales, the comparative market analysis has become the primary tool for winning listings. According to a new industry survey, the stakes are higher than ever.
Pricing objections are the biggest hurdle. Sellers often arrive at listing appointments with inflated expectations. The survey found that pricing is now the top reason agents lose a listing. Nearly two-thirds of respondents said they faced pushback on price, making it the most common objection during negotiations. This represents a significant increase from 2020, when pricing concerns were slightly less frequent.
Agents noted that sellers frequently reference online valuation tools like Zestimate when disputing a lower estimated value. They must explain why an automated estimate differs from a human analysis. This requires more than just numbers; it requires convincing sellers to accept reality. Sellers often struggle to adjust their expectations after years of pandemic-era bidding wars.
Quality over quantity in analysis preparation. Agents are responding to this pressure by preparing their reports more carefully. The data shows a shift toward fewer, more relevant comparable sales. In 2026, the average range of comparable properties included in a CMA dropped to 3.7 to 8.7, down from a broader 5 to 11 in 2020. This suggests agents are focusing on relevance rather than volume.
Preparation times have also increased. Nearly half of respondents now prepare their CMA at least one day in advance, up from 35% in 2020. This extra time allows agents to research limited inventory and unique property features more thoroughly. Open-ended responses from the survey indicate that agents want to avoid overwhelming sellers with excessive data points.
The human element remains essential. Despite the rise of technology, agents believe the human element is irreplaceable. Most respondents use AI tools to speed up research and automate calculations, but they do not trust them for final pricing decisions. The survey found that 83% of agents are at least somewhat likely to use AI-assisted tools, yet they view the final judgment as a human act.
Greg Robertson, co-founder of Giant Steps Advisors, noted that algorithms can spit out a number, but pricing a home involves local knowledge and judgment. “The more automated estimates sellers bring to that table, the more valuable the human-crafted CMA becomes,” Robertson said. He argued that AI does not replace the analysis but raises the stakes for it.
Agents are adapting by combining advanced software with deep local insight. Robertson believes the best approach integrates these technologies to assist, rather than dictate, decisions. This balance helps agents provide the thorough analysis that buyers expect. [1] Compass economist forecasts AI housing boom
