OpenAI is rolling out conversational ad formats inside ChatGPT in 2026. The unit of inventory is a contextual answer — when a user asks ChatGPT "what is the best [category] near me?", a sponsored answer can appear. This is a new ad surface with intent-quality comparable to Google Search but without the saturation. Early-mover advantage is real.
After hundreds of conversations with operators across 25 industries, the same five truths show up every time. Here is what every paying customer of ours nodded their head at before signing.
Most operators think "ChatGPT Ads" and picture one thing. The reality is a suite of sub-products, each with a different methodology, different creative requirement, and a different best-fit use case. Here is what we actually deploy:
Categories with strong informational-intent queries: home services, professional services, restaurants ("best dinner spots in [city]"), healthcare. Early-access positioning for businesses ready to be first.
Too early for anything with full-funnel attribution requirements. ChatGPT Ads in 2026 does not yet support conversion tracking at the level Meta or Google does. Run as awareness + brand-positioning play, not as bottom-funnel.
Early-access enrollment + sponsored answer placement testing
Setup typically takes 2 to 4 weeks (waitlist + onboarding), with optimization to stable cost-per-lead by TBD — still calibrating in 2026. Below the minimum budget of Variable; early-access tiers in flux, the algorithm cannot collect enough conversion data to optimize. We do not run sub-threshold campaigns because they waste your money.
Most agencies stop at the click. We do not. Every customer your ads acquire gets installed to a wallet pass at the point of sale or post-conversion. That wallet pass is then the channel through which Aura AI runs lifecycle automations forever. Free push notifications. RFM-scored personalization. Specific reactivation triggers when a customer skips a cycle.
The math: a customer acquired at $40 CAC who returns 5 times at $25 = $125 revenue against $40 spend. That is 3.1x ROAS from one acquired customer. Without retention, that same customer is a $15 loss. The compound is what makes paid ads math work at 2026 CPM prices.
See how the retention engine compounds →Software-only. Wallet system + RFM + Aura AI + push/SMS/email. You run the campaigns yourself.
See pricing →Software + one-time campaign setup on Meta, TikTok, or Google. Launched, trained, handed off.
See Grow + Business →Ongoing multi-platform ad management. Multi-location. Weekly reporting. Creative refresh.
Talk to us →90 seconds. Industry-calibrated. You see the full plan before you commit to anything paid.