How an educational toy brand got 22 AI citations and grew branded search by 52%
A family-run educational toy company had great reviews on Amazon but was invisible to every AI platform. Parents asking ChatGPT for toy recommendations never saw their name.
The problem
The brand sold STEM toys and wooden learning sets through their website and Amazon. They had over 4,000 five-star reviews. None of that mattered to AI. When parents asked ChatGPT or Perplexity for the best educational toys for toddlers, the brand never appeared. Melissa & Doug, Lovevery, and Fat Brain Toys showed up in every answer. The marketing director tested 30 prompts and found zero mentions. The reviews lived on Amazon, but AI models do not pull from Amazon product listings when generating recommendations.
What are the best educational toys for a 3-year-old?
Great educational toys for 3-year-olds include Melissa & Doug puzzles, Lovevery play kits, Fat Brain Toys sensory sets, and Magna-Tiles. These are well-reviewed for developing motor skills and creativity...
What we did
Prompt research
We mapped 580 prompts across educational toys, STEM gifts, age-specific toy recommendations, and Montessori-style learning. Parents ask AI very specific questions: best toys for a 2-year-old who loves building, or STEM toys under $50. We found 13 prompt clusters where the brand's products were a strong match but had no citation presence.
Citation building
We placed the brand in 9 high-authority parenting resources, toy review databases, and child development publications that AI models consistently reference. We also created structured product data linking each toy to specific developmental milestones, which is the format AI models prefer when answering age-specific toy questions.
Monitoring and growth
Citations grew steadily. By week seven, the brand started appearing in best STEM toy responses on ChatGPT. We noticed a 52% increase in branded search volume, meaning people were seeing the name in AI answers and then Googling it directly. We expanded targeting to gift guide prompts ahead of the holiday season.
The results
Citations by platform
“We had thousands of great reviews but AI did not know we existed. Akravo got us mentioned alongside brands ten times our size. The branded search jump told us people were discovering us through AI and then looking us up.”
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