Help shoppers discover and understand your products in AI answers. We improve content, product information and authority across ChatGPT, Perplexity, Gemini, Google AI Overviews and AI Mode.
Ecommerce brands we’ve worked with
AEO (answer engine optimization), GEO (generative engine optimization) and LLM SEO are related names for work on AI discovery. We define the engines, questions and outcomes in scope rather than treating every platform as identical.
Traditional search and AI discovery work together. An AI mention, a citation and a referral visit are different measures.
1.Delivery
Build an agreed set of category, product and comparison questions. Record the engine, date, market, answer, mentions and cited URLs. Repeat the sample to understand variability.
Review product specifications, attributes, collection descriptions and FAQs. Resolve missing or conflicting information and check that structured data matches visible content.
Create buying guides and comparisons that answer real customer questions. Identify relevant editorial sources and outreach opportunities using the evidence from your baseline.
Track mentions and citations across the same question sample, then review identifiable AI referrals and conversions separately. Report what changed, what was shipped and what remains uncertain.
2.Client work
This is an SEO case study, not evidence of an AEO outcome. Revenue and keyword figures are reported in the published case study; their comparison periods are not specified. The traffic result covers 12 months.
The SEO program addressed technical issues, collection opportunities, content and links. See the published account of the work and its measurement limits.
3.Delivery
“TacticOne has delivered remarkable growth for our brands NectarSleep and DreamCloud, over the years. Their strategic approach and end-to-end ownership of projects drove our brands to achieve outstanding SEO success. I highly recommend Sid and TacticOne for their SEO expertise and results-driven approach.”
Mark BaartseOutsourced CMO“A lot of SEO agencies have meetings over the meeting and endless discussions. With tacticone I found you can just give them a good brief and they will respond intelligently and get stuff done.”
Bronet JacobsonDigital Growth Marketing Manager“They are very collaborative, have great communication, and are very effective in producing the results we need, particularly in the last six months when the expectations for high-quality links has jumped. They have really lifted their game.”
4.Questions
We improve the information and authority that support discovery, but cannot guarantee a recommendation or placement. Answers vary by engine, question, context and time.
No. The service focuses on how shoppers discover your brand through AI search. Content is reviewed for accuracy, usefulness and your brand voice; producing more pages is not the objective.
No. Crawlable pages, accurate product information, useful content and authority remain valuable. Google says its existing SEO practices apply to AI Overviews and AI Mode, without special AI markup. We add engine-specific monitoring and content work where the evidence supports it.
We agree a repeatable prompt sample and report mentions, citations and answer accuracy by engine. We also review identifiable referral visits, conversions and revenue. Sampled visibility does not measure total user exposure, and AI-assisted purchases cannot always be attributed.
The client case study on this page documents ecommerce SEO work. We do not present its traffic or revenue results as AI-search outcomes. Your AEO engagement starts with its own baseline and agreed reporting method.
Discuss a review of your visibility in ChatGPT, Perplexity, Gemini and Google AI search, with a clear scope and next steps.