Which AEO Tactics Work — and Which Don’t, According to Practitioners

The useful part

Thursday, September 10th, 2026 – 1:00 am SHARE: "All I know is that I know nothing." This quote (along with variations of it) is frequently attributed to Socrates, via Plato's account of him. For most of the past year, it's also what the leader of almost any company specializing in AI search would tell you. Keeping things fresh While no one can explain with 100% certainty why some sources and content consistently outperform others, some best practices have made themselves clear.

How it works

• For one, it's crucial for consumer-facing brands to show up on third-party sources, like listicles and affiliate articles, according to Gintare Rimolaityte, chief commercial officer at AI search company...
• Consumer finance brands,, need to rely almost entirely on how they show up in third-party sources.
• Reddit is skeptical of the assumption that a heavy footprint on the platform equates to better performance in AI search, a Reddit spokesperson recently told AdExchanger.
• Once brands find a loophole to show up more in search, LLMs often catch on quickly.
• As soon as Google saw that people were employing new tactics to show up in search, it began "to penalize the people that were trying to game the system." Now, the same is happening in AEO.

What to take from it

Apparel brands, for instance, need to have "well-structured" content on their own website (like Q&A formats), because the brand's own site is "what AI engines believe is authority," she said. and AEO experts are starting to shine a crack of light into these previously impenetrable boxes. The self-serve analytics platform, which monitors prompt results on an ongoing basis, has found that different industries seem to value different sorts of content, according to Rimolaityte.

Example or evidence

• For instance, if Noble has several clients in the AEO space, its system might flag an article that shows up frequently when LLM users search for the best AEO platform and automatically email that publisher...
• Plus, older content isn't necessarily formatted in a way that's desirable for AI engines.
• AI citations skew toward "highly schematic content," said Cadwallader, like comparisons between different brands, the heavily debated listicle, etc.

Details worth keeping

Everyone Has An Opinion On The Best AEO Tactics. The practice (which is interchangeably referred to as generative engine optimization, GEO, and answer engine optimization, AEO) has taken off in the past few years, despite the fact that the major LLMs "are black boxes," Aniket Deosthali, CEO of AEO company Envive, told AdExchanger. As in, "no one knows what's happening" within them.

Related coverage

• Hubspot: AEO audit tools have become essential for any team that needs to know whether answer engines are citing their brand, and whether those citations are accurate.
• Forrester: Answer engines such as ChatGPT, AI Mode, and Claude mediate brand growth.
• Editorialge: I want an FAQ page to do one simple job: help me make a decision without sending me back through the website to piece together an answer.
• Hubspot: How much does AEO cost?
• Hubspot: Over the past few months, I noticed a pattern while researching for clients.