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10 min readMessaging & AI

OpenAI: Setup & Features

Connect OpenAI as your AI provider, choose the right models, understand which platform features it powers, and know where OpenAI stops and OpenRouter begins.

EmbedMyReviews uses AI across several features, from writing review responses to helping customers draft reviews to analysing sentiment. To use those features, you need an AI provider connected.

OpenAI is the simplest default for most agencies. You bring your own API key, pay OpenAI directly, and the platform handles the rest.

What this is

OpenAI is the company behind ChatGPT and the GPT family of models. When you connect OpenAI in the platform, you are using your own OpenAI account and API key rather than a shared agency-wide vendor account hidden behind the platform.

This is a BYOK setup, which means you control the billing directly with OpenAI and the platform does not add a markup layer on top.

What OpenAI powers in the platform

FeatureOpenAI supportNotes
AI Review ResponseYesManual AI responses on reviews
Auto RespondYesUsed for automatic review replies
AI Review InsightsYesUsed for review analysis and sentiment work
Social Image CaptionsYesUsed for captions and hashtags
AI Review Generator in feedback formsYesUsed to help customers draft reviews
AI Questions for feedback formsLimitedWorks, but with a simpler setup than OpenRouter
Search AINoRequires OpenRouter
Worth knowing

Search AI is the major exception. That feature needs OpenRouter because it has to work across multiple AI ecosystems rather than just one provider.

Who should choose OpenAI

  • Agencies that already have an OpenAI account
  • Teams that want the simplest AI setup path
  • Operators who mainly need AI review responses, auto-respond, captions, and insights
  • Teams that specifically want GPT models such as GPT-4o or GPT-5

What you need before starting

  • An OpenAI account at platform.openai.com
  • An API key created in the OpenAI dashboard
  • A payment method added in the API billing area of OpenAI
Worth knowing

A ChatGPT Plus subscription is not the same thing as API access. The API has its own billing and needs its own payment method on file.

Step-by-step setup

Go to `AI & Automation -> Artificial Intelligence`, click `Add AI Provider`, name the provider, choose `OpenAI`, and continue through the wizard.

StepWhat to do
WelcomeConfirm you understand the BYOK model
CredentialsPaste the API key and optional organization ID, then verify
ModelsChoose the review response model and optional assistant model
ConfirmationReview the masked key and chosen models, then complete setup

Credentials

The API key comes from `platform.openai.com -> API Keys`. The organization ID is only needed if your account is operating under an organization structure. Most individual accounts can leave it blank.

Verification happens live. If the key or organization detail is wrong, the wizard should stop before anything is saved.

How to choose your models

The review response model powers the core AI work across review responses, auto-respond, captions, and AI insights. The assistant model is for things like the AI review generator in feedback forms and similar prompt-driven helper flows.

For most agencies, GPT-4o or GPT-4o Mini is the practical starting point. They give a strong balance of quality and cost.

ModelTierTypical use case
GPT-4oRecommendedBest balance of quality and cost for most agencies
GPT-4o MiniBudgetHigh-volume usage where cost sensitivity matters
GPT-5RecommendedLatest generation quality if available on the account
GPT-5 Mini or NanoBudgetLower-cost, lighter workloads
GPT-3.5 TurboStandardOlder low-cost fallback
o1 or o3 MiniReasoning-orientedMore specialised reasoning use cases
Worth knowing

For assistant-style tasks that run more often, a cheaper model often makes more sense than using the most expensive model everywhere.

What happens after setup

  • AI review responses use your selected review response model
  • Auto Respond uses the same provider and model family
  • AI Insights uses the connected AI provider for analysis
  • Social image caption generation uses the connected provider
  • Feedback form AI review generation uses the assistant model if configured

What it costs

You pay OpenAI directly and there is no markup added by the platform. In practice, review-response costs are usually very small unless volume gets extremely high.

For most agencies, the AI bill stays modest even when the feature set is active across multiple customers.

Managing the provider later

  • Edit the provider to rotate API keys or change models
  • Set it as default if you have more than one AI provider connected
  • Delete it if you want to remove the connection entirely

Common questions