Sprinklr LLM Insights review: pricing, features & alternatives

sprinklr.com/products/consumer-intelligence/llm-insights/, the 10 June 2026 newsroom release, and three Sprinklr Help Center articles: Getting Started with LLM Insights, Starting a new report, and Consumption Record Manager (read 14 October 2026). The product page names ChatGPT, Gemini and Perplexity "and more." The report setup article is more specific. It lists five supported AI tools: ChatGPT, Gemini, Google AI Overview, Microsoft Copilot and Perplexity.

Each report picks a use case: brand visibility, competitor visibility (up to five competitors), region visibility, industry analysis, or negative brand visibility. Sprinklr suggests five prompt pillars from the past 60 days of social listening and generates 50 prompts by default. You can edit, add or remove them. Reports refresh daily, weekly or on another cadence until an end date, and first runs take one to two hours.

Sprinklr sells LLM Insights on contracted prompts. The help center's example: a report with 50 prompts that refreshes daily uses 50 prompts every day. A consumption dashboard shows prompts used and remaining, and you can set an alert threshold. When you run low, you buy more through your account team or switch reports off. The setup article also says pricing is based on 50 active prompts at any time, but no dollar figure is published.

The newsroom release said LLM Insights was in limited preview, with general availability planned for Q3 2026. Check what your contract includes before you plan around it.

Every row below is a capability we already listed for Sprinklr LLM Insights. It is the published feature set for this page, not a guess at an unpublished demo. Compare it with the Promptwatch checklist that follows.

On this listing, Sprinklr LLM Insights is a Enterprise GEO platform for Enterprise Sprinklr Insights customers who want AI answer tracking built from their own listening and care data.. What we sourced here: AI tools: ChatGPT, Gemini, Google AI Overview, Microsoft Copilot, Perplexity; Prompts generated from social listening, news, brand pillars and customer care data, 50 by default; Report types: brand, competitor (up to 5 competitors), region, industry, negative brand perception; Daily, weekly or other refresh cadence, with an end date per report; Consumption dashboard with usage alerts against your contracted prompt volume.

If you buy Sprinklr LLM Insights for the job above, plan a second tool (or Promptwatch) for the layers this listing does not document. Still missing here: AI crawler logs (Agent Analytics), crawl-to-citation path, bot errors; Visitor analytics: AI-referred sessions and conversions; Content Agents that plan, write, and publish GEO pages to a CMS with a review inbox; Citation analytics at page, domain, Reddit, YouTube, and offsite level; Prompt volumes, difficulty, query fan-outs, personas, city-level geo; Prompt and citation trends (what changed between checks); ChatGPT Shopping tracking and Ads Radar; Agent Chat, Unified Actions, MCP server / REST API on paid plans. Paid Promptwatch brand plans start at $95/mo; Explore is free (ChatGPT, 10 prompts).

Sprinklr LLM Insights's public pages (and this listing) describe a narrower job than Promptwatch. Most rivals answer whether you were mentioned. Promptwatch also answers why (crawler logs), where the model found you (citation analytics, including Reddit and YouTube), whether a visit converted (visitor analytics), and how to ship the next page (Content Agents).

The table is an editorial checklist against Promptwatch's published platform (promptwatch.com/llms.txt, 2026-08-23). It is not a hidden feature list for this vendor. 'Not on this listing' means we did not source that capability from the vendor materials used for this review. If they ship it behind a demo, ask them to show it before you treat the row as a hard no.