Pendium

Step 1 of 9

AI agents are recommending other brands for allergen-free meals, leaving a gap for Liam’s Meals to fill.

The brand is in the retail conversation, but it isn't yet the default answer for parents asking ChatGPT or Gemini for safe meal options.

Liam’s Meals by Safer Plate's baseline score
34/100
Lowlots of room to grow

Liam's Meals has a growing but specialized visibility profile that thrives in retail-intent searches but lags in general discovery. There is a massive first-mover opportunity to own the 'Top 9 Free' category in AI answers before the major frozen food giants adapt their content.

What we see
  • Liam’s Meals has a strong signal in retail-based AI searches (Gemini/AI Overviews) due to its presence in major grocery databases.
  • The brand lacks significant 'Best of' list mentions on major lifestyle publications, which hurts visibility in ChatGPT and Claude.
  • Reddit communities are starting to mention the brand, but the volume is not yet high enough to dominate category-wide AI responses.
  • The 'Top 9' terminology is a unique keyword that AI agents are successfully mapping to the brand's identity.
Business goals Liam’s Meals by Safer Plate is likely trying to hit
  • Expand retail distribution into more national grocery chains
  • Establish the brand as the safest option for the Top 9 allergen community
  • Increase brand discovery through AI-driven grocery recommendations
  • Build a loyal direct-to-consumer subscriber base for meal bundles