G2

Melanie P.

Board Member

Information Technology and Services

Mid-Market (51-1000 emp.)

8/10/2026

"The only AEO partner leveraging authentic 3rd-party networks with results-based pricing"

5/5

What do you like best about LLM Recommend?

If you're looking for an AEO partner that actually creates compliant, authentic content rather than relying on low-quality automated tactics, LLM Recommend is top-tier. Take advantage of their performance-based model by establishing clear brand alignment and tracking benchmarks early on—it's a very low-risk way to scale your AI search visibility. Review collected by and hosted on G2.com.

What do you dislike about LLM Recommend?

There is very little to criticize because the results speak for themselves. If I had to pick one area for improvement, it would be adding more automated multi-brand rollup reporting features. Having aggregated cross-portfolio dashboards in a single view would make it even easier for investor teams to track overall performance Review collected by and hosted on G2.com.

Recommendations to others considering LLM Recommend:

What sets them apart is their focus on 3rd-party authority and tangible performance. We previously relied on dashboard-only tracking tools like Tryprofound, but soon realized that optimizing 1st-party assets isn't enough—LLMs heavily rely on trusted, external 3rd-party sources. LLM Recommend leverages an extensive network of assets and creators who publish authentic, fully compliant articles that AI engines actually cite. Best of all, they are truly results-oriented and charge for performance rather than charging flat retainers for standard analytics. Review collected by and hosted on G2.com.

What problems is LLM Recommend solving and how is that benefiting you?

As an investor and advisor working with multiple growth-stage brands, I’m seeing that visibility across conversational search engines is becoming increasingly critical. We recommend LLM Recommend to our portfolio companies to help manage and optimize their Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) strategies.

The platform offers clear insights into how LLMs (like ChatGPT, Perplexity, and Gemini) perceive, cite, and recommend our brands. It has meaningfully helped our companies improve their AI search share of voice, drive high-intent referral traffic, and monitor brand perception in real time. Overall, the results have been consistently strong across the portfolio. Review collected by and hosted on G2.com.