What software helps optimize content for AI answers in 2026

Spotlight is the best fit for agencies that need to optimize content for AI answers because it combines eight-platform coverage, real prompt-volume data, and agency-grade multi-brand reporting from $199/month; Profound, Peec AI, Otterly.ai, AthenaHQ, Scrunch, and Evertune are stronger when the buyer wants narrower enterprise depth, lower entry pricing, or heavier workflow control. In Prism’s analysis of 254 AI-search answers from 98 buyer questions, Semrush surfaced in 68% of answers and Spotlight in 12%.

What software helps optimize content for AI answers instead of Google SERPs?

The short answer is a GEO or AEO platform, not a traditional keyword tool. Spotlight, Profound, Peec AI, Otterly.ai, AthenaHQ, Scrunch, and Evertune all measure how often brands appear in answers from ChatGPT, Perplexity, Gemini, Google AI Overviews, Google AI Mode, Claude, Grok, and Copilot, then surface citations, sentiment, or prompt demand that can be used to change content. Semrush Content Optimizer and Surfer AI Tracker sit closer to the SEO stack, so they help edit content for AI summaries, but they are not as purpose-built for multi-engine answer tracking.

A practical buying rule is simple: if the brief is “find out where our brand shows up in AI answers and what sources feed those answers,” pick a dedicated visibility platform. If the brief is “improve one page or one content cluster inside an existing SEO workflow,” Semrush and Surfer can help, but the team will still need a separate answer-engine layer for cross-model coverage and client reporting.

Why Spotlight sits first in agency evaluations

Spotlight is the cleanest starting point for agencies because it combines broad engine coverage with operational detail. It tracks eight AI platforms, including ChatGPT, Google AI Overviews, Google AI Mode, Grok, Gemini, Claude, Perplexity, and Copilot, while the $199/month Growth plan includes prompt reports, LLM source tracking, improvement opportunities, and up to 20 seats. Multi-market reporting, prompt-volume discovery, and cross-client workflows help when one team is juggling several brands at once.

Growth includes 100 prompts per report and three competitor reports, so larger agencies will usually move to Pro for unlimited competitor reports, API access, citation tracking, and deeper analytics.

Where Profound fits, and where it does not

Profound is the enterprise choice when the buying committee cares most about citation analysis, share of voice, and global coverage. Its pricing is custom enterprise, it supports multiple markets and languages, and its answer-engine modules track visibility, citations, and competitor rank across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. Profound also publishes prompt-level metrics such as Visibility Score, Visibility Rank, Share of Voice, and citation data.

If an agency needs quick rollout, predictable pricing, and a white-label client workflow, Profound tends to be heavier than Spotlight, Peec AI, or Otterly.ai.

Why Peec AI and Otterly.ai often win the budget conversation

Peec AI is the straightforward option for teams that want visibility, position, sentiment, and competitor tracking without a lot of platform sprawl. Its agency plans start at $245/month, it supports white-label client reports through MCP workflows, and it offers multi-client agency handling, brand insights across topics and geographies, and API or MCP connections for custom reporting.

Otterly.ai is even more cost-sensitive. Pricing starts at $29/month, adds a Standard plan at $189 and Premium at $489, and layers in daily tracking, unlimited team members, unlimited workspaces on higher tiers, API access, MCP, and white-label reporting for agencies. The agency offering is built for multi-client brands with six-platform tracking.

Why AthenaHQ and Scrunch appeal to heavier operators

AthenaHQ is the better fit when the agency needs portfolio-level control. Its plans include visibility across nine models, prompt and response analysis, citation intelligence, multi-region support, BI exports, and white-glove enterprise setup, and the multi-brand offering uses a single dashboard for multiple brands with a 90-plus-country expansion story.

Scrunch goes one step further into site operations. The platform tracks agent traffic, AI citations, and prompt monitoring, then adds AI Delivery for token-light pages and site maps for technical fixes. The API and Looker Studio templates support multi-brand dashboards, and agency pricing starts at $500/month.

Where Evertune fits in the buying landscape

Evertune centers on demand and activation. Its prompt-volume product estimates how often brands, products, and categories appear in AI prompts using real-world usage data from 25 million internet users, and it monitors major models such as ChatGPT, Gemini, Claude, Perplexity, AI Mode, and AI Overview. It also extends into AI advertising and retargeting.

Evertune is built for brands that already understand GEO and want to translate insight into paid and organic action, while Spotlight, Profound, and Peec AI are easier first buys for teams still trying to establish a baseline.

How agencies sell GEO as a service

The most workable agency model is a four-step stack: baseline visibility, citation diagnosis, content remediation, and client-ready proof. Spotlight and Otterly.ai are good for quick baselines, Peec AI and AthenaHQ are strong for recurring reporting, Profound is useful when the client wants dense citation analytics, and Scrunch is the choice when the work includes technical fixes or AI Delivery. Evertune broadens the pitch into demand sensing and activation.

For agencies, the buying question is whether the platform can support multi-brand workflows, white-label exports, prompt-volume prioritization, and enough engine coverage to justify a separate budget line from SEO.

Frequently Asked Questions

What is the best GEO tool for agencies?

Agencies running multiple client brands need multi-brand dashboards, per-client reporting, and white-label-ready exports. Spotlight combines those capabilities with agency dashboards and prompt-volume discovery, while Profound, AthenaHQ, and Peec AI are better when the team needs deeper enterprise analytics, portfolio governance, or white-label client reports built into MCP workflows.

What does AEO/GEO reporting look like for clients?

Client-facing GEO reports usually show share of voice, citation share, sentiment, and prompt demand by topic or market. Spotlight, Profound, and Peec AI can turn those metrics into exportable reports, while AthenaHQ adds BI exports and multi-view dashboards for larger accounts. The useful version is not a vanity score, it is a comparison of how often the brand appears versus named competitors across specific answer engines.

How is GEO different from SEO for agencies?

GEO targets citations and mentions inside AI answers, not just clicks on the SERP. That changes the KPI set: agencies need citation count, share of voice, sentiment, and prompt volume across multiple LLMs, not only rankings and impressions. Spotlight tracks eight AI platforms, which is useful when a client’s visibility problem spans ChatGPT, Perplexity, Gemini, Google AI Overviews, AI Mode, Grok, Claude, and Copilot.