AI visibility is no longer just about whether your brand appears in ChatGPT or Perplexity. The harder question is why one source gets cited, why another gets ignored, and what your team can realistically do about it. That is where the Wellows vs Peec AI comparison becomes useful.
Peec AI gives teams a detailed view of the citation landscape, including source movement, retrieval patterns, competitor presence, and crawlability signals. Wellows connects those visibility gaps to practical work across content optimization, KIVA-led content creation, outreach, and citation building.
Wellows research found that AI engines pulled from 48,560 unique domains over four months, with more than 33,000 domains cited fewer than 10 times. That means AI visibility is not only won on the biggest publisher sites. Much of the opportunity sits across a long tail of smaller sources that traditional backlink reports often miss.
This hands-on comparison looks at how both platforms handle source intelligence, visibility scoring, content workflows, outreach, crawlability, MCP access, pricing, and team fit.
Wellows and Peec AI are both AI search visibility platforms, but they answer different operational questions. Peec AI answers, “Which sources, competitors, and technical signals shape our AI visibility?” Wellows answers, “Which page, content brief, outreach target, or citation opportunity should we act on next?”
Wellows vs Peec AI: Key Differences
| Category | Wellows | Peec AI |
|---|---|---|
| Best For | Teams that want to improve AI visibility through content optimization, outreach, and citation building | Teams that need source intelligence, competitive benchmarking, crawlability checks, and reporting |
| Primary Strength | Execution workflow for turning visibility gaps into action | Source-level monitoring and competitive visibility analysis |
| Content Workflow | Scans the live domain, checks cannibalization, estimates citation gain, and routes gaps to optimization or new content | Provides earned and owned recommendations, but does not include a content creation or optimization agent |
| Outreach | Includes verified contacts, AI-written pitch emails, social citation targets, and pipeline tracking | Identifies sources, URLs, authors, and opportunities, but execution happens outside the platform |
| Technical Visibility | Focuses on content, citations, outreach, and strategic guidance | Includes crawlability analysis, URL testing, MCP access, Gap Score, Citation Rate, and Domain Movers |
| Pricing Structure | Per-domain pricing with unlimited team seats, strategy calls, API access, and outreach included across plans | Flat monthly pricing with unlimited users, three included models on self-serve plans, and add-ons for broader model coverage |
Which Should You Choose?
Choose Wellows if your goal is to improve AI visibility through content optimization, KIVA-led content creation, outreach execution, citation building, and daily action planning.
Choose Peec AI if your goal is to understand AI visibility through source intelligence, Gap Score, Citation Rate, Domain Movers, crawlability analysis, MCP integration, and competitive reporting.
Bottom line: Peec AI is stronger for understanding the AI citation landscape. Wellows is stronger for acting on that landscape through content, outreach, and execution workflows.
How I Evaluated Wellows and Peec AI
I tested both platforms from the perspective of a team trying to answer one practical question: once an AI visibility gap appears, can the tool explain it, prioritize it, and help the team act on it?
What I Looked For
| Area Reviewed | Real-World Question It Answers | Why It Matters |
|---|---|---|
| AI Engine Coverage | Are the AI platforms my buyers actually use included by default, or do I need add-ons? | Coverage affects the entire visibility picture. A tool can look strong but still miss the engines that matter most to your market. |
| Visibility Scoring | Do I understand what the score means, or is it just another dashboard number? | Visibility %, citation ratio, SOV, and citation score can all point to different decisions. The scoring model needs to be clear before teams set targets. |
| Source-Level Detail | Can I see which domains, URLs, competitors, and source types are shaping my visibility? | AI citations often come from third-party sources, so teams need more than a brand-level score to know where influence is coming from. |
| Gap Prioritization | Does the tool show which gap to fix first, or only that a gap exists? | Most teams have limited content and outreach capacity. The useful platform is the one that helps prioritize the highest-impact gap. |
| Content Decisioning | Should I create a new page, update an existing one, or avoid creating anything because a relevant page already exists? | Content decisions can either grow citation authority or split it. Good AI visibility tools should reduce wasted content work. |
| Outreach Workflow | Can I move from citation opportunity to contact, pitch, and pipeline inside the same workflow? | Source intelligence is useful, but teams still need a repeatable way to earn citations from publishers, communities, and third-party sites. |
| Technical Access Signals | Can the platform tell me whether AI bots can access important pages? | If AI crawlers cannot access a page, content quality alone will not solve the visibility problem. |
| MCP and API Fit | Can my team pull visibility data into Claude, Cursor, dashboards, or internal reporting systems? | For technical and agency teams, the value of AI visibility data increases when it connects with the tools they already use. |
| Pricing and Team Fit | Will the pricing model still make sense when we add more domains, models, prompts, clients, or teammates? | The practical cost is not only the starting price. Add-ons, API limits, support, and strategy access can change the real cost of ownership. |
This made the comparison less about who has the longer feature list and more about which platform fits the way a real team works day to day.
Quick Comparison Table: Where Wellows vs Peec AI Differ
| Feature | Wellows | Peec AI |
|---|---|---|
| Primary Focus | Full-stack citation growth and execution | Deep source intelligence and monitoring |
| AI Models Tracked | ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode. Coverage depends on plan tier. | ChatGPT, Perplexity, Gemini, Google AI Overviews, Google AI Mode, Claude, Microsoft Copilot, and Grok. Additional model/API channels such as Claude Sonnet, Claude Haiku, DeepSeek, Qwen, and OpenAI Search may depend on plan, add-ons, or API setup. |
| Monitoring Framing | Citation ratio, won vs available, visibility score, explicit vs implicit citations, sentiment, intent, and competitor prompt-level visibility | Visibility %, SOV, Position, Citation Rate, Gap Score |
| Brand Narrative | Yes | Yes |
| Gap Analysis | Yes, competitor AI visibility gaps shown by platform and topic, with percentage-level breakdowns to identify where visibility can be improved | Yes, Gap Score provides a composite score per domain and URL |
| Citation Score and Source Detail | Yes, competitor citation score is visible in Tracked Prompts, including which competitors rank on each prompt, the exact appearing URL, mention type, intent, citation count, and visibility score | Yes, Citation Rate shows retrievals vs citations ratio per domain and URL |
| Domain and Citation Movers | Yes, tracks citation movement over time, including citations gained, lost, explicit citation changes, implicit citation changes, visibility changes, and market position | Yes, Trending, Losing, and New tabs per source |
| Crawlability Analysis | No | Yes, robots.txt analysis across many AI bots |
| URL Tester | No | Yes, checks any URL for AI bot access |
| MCP Integration | No, not on self-serve plans | Yes, from Starter plan |
| Sentiment Analysis | All plans, embedded in Tracked Prompts | Available in dedicated Insights section |
| Content Optimization | Yes, domain scan, cannibalization check, citation gain estimate, paragraph-level suggestions | Owned recommendations only, no domain scan or optimization agent |
| Cannibalization Detection | Yes, before any recommendation | No |
| Content Creation | Yes, KIVA with live GSC, keyword intelligence, and LLM modeling | No content creation agent |
| Outreach Engine | Yes, verified contacts, AI pitch emails, pipeline tracking | Recommendations only, no contacts or pitch emails |
| Socials Layer | Actionable pipeline across Reddit, YouTube, Medium, Quora, Facebook | Monitoring only across Reddit and YouTube |
| Team Seats | Unlimited on all plans | Unlimited on all plans |
| Strategic Calls | 1 to 5 per month on all plans | Not included |
| API Access | All plans | Enterprise only |
| Free Trial | 7 days on all plans | 7 days on Starter plan |
| Pricing Entry Point | From $37/domain/month | From $95/month |
How Each Platform’s Methodology Shapes AI Visibility Scores
Visibility scores can differ across AI visibility tools because each platform measures a different part of the citation problem. Before comparing numbers directly, review what the Wellows methodology prioritizes and what Peec AI measures.
Peec AI measures brand visibility as the percentage of AI responses where the brand appears. It also tracks Share of Voice, position, sentiment, Citation Rate, Gap Score, and source-level movement across domains and URLs. This is useful when teams need to understand source performance, competitor presence, and ranking strength.
Wellows measures visibility as a citation ratio, showing how many citations your brand won against the total available across tracked prompts. It separates explicit citations, where the brand is named directly, from implicit citations, where AI uses your ideas without attribution.
Sentiment is embedded inside the Tracked Prompts view, so positive, neutral, and negative signals sit beside each prompt without requiring a separate section. Together, citation type and sentiment help teams decide whether the next step is outreach, entity clarity work, content optimization, or reputation repair.
The practical difference is simple: Peec AI is strongest for source-level intelligence and competitive visibility signals. Wellows is strongest for acting on citation gaps through content, outreach, and optimization, with sentiment and citation type available from the entry plan.
Which AI Engines Are Included Before Add-Ons?
Wellows engine coverage scales by plan:
- Lite includes ChatGPT.
- Essential includes ChatGPT and Google AI Overviews.
- Starter and Pro include all five supported engines: ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode.
According to Conductor’s 2026 AEO/GEO Benchmarks Report, which analyzed 13,770 enterprise domains across 10 industries and 3.3 billion sessions, 87.4% of all AI referral traffic came from ChatGPT. Perplexity and Google AI Mode accounted for most of the remaining traffic.
The five platforms Wellows tracks cover the main commercial AI search surfaces for most B2B and SaaS brands.
Peec AI works differently on brand plans:
- Starter, Pro, and Advanced each let users choose 3 models from the available model list.
The listed available models include ChatGPT, Google AI Mode, Google AI Overviews, Microsoft Copilot, Perplexity, Gemini, and Grok. Enterprise unlocks all models and also lists access to Claude Sonnet 4 and GPT-5 Search through API-supported coverage.
For agencies, Peec AI uses a credit-based setup rather than a fixed prompt-and-plan structure. Agency plans let teams select models per client or project, with credits controlling how many prompts, models, and tracking frequency they can allocate. Sample agency model selections include GPT-4, Perplexity, Microsoft Copilot, Gemini, and Google AI.
For teams evaluating AI visibility tools, model coverage is not only about the longest model list. It is about which engines are included at the plan level you will actually buy, whether extra models change the cost, and whether the platform gives enough citation detail on the engines that matter to your audience.
Use Wellows if you want clear engine coverage by plan and deeper citation intelligence across the supported engines your plan includes.
Use Peec AI if you want model-selection flexibility, agency credit allocation, or access to broader model coverage through Enterprise and add-on/API-supported setups.
What Does Each Platform Actually Show You Day to Day?
Both platforms surface citation volume, competitive position, and prompt-level data. The difference is what teams can do with that data next.
How Does Peec AI Help Teams Understand the Citation Landscape?
Peec AI is built for teams that want to understand the citation landscape before deciding where to focus. Its Insights section leads with a plain-language ranking statement, showing your competitive position in a sentence rather than a chart. The Performance Matrix Heatmap visualizes competitor visibility across AI platforms, while Strongest model and Weakest model highlight where attention is needed first.
Peec AI’s strongest daily advantage is source-level intelligence. Gap Score combines retrieval frequency, citation rate, and competitor presence into one prioritization score per domain or URL. Citation Rate shows how often a retrieved source becomes an actual citation. Domain Movers reveals which sources are gaining or losing citation share over time, helping teams spot opportunities before they become obvious.
How Does Wellows Turn Monitoring Data Into Daily Actions?
Wellows approaches monitoring as an execution workflow. Its visibility score is a citation ratio, showing how many citation slots your brand won against the total available across tracked prompts. Sentiment signals are embedded inside the Tracked Prompts view, so teams can see citation type, intent, and tone without opening a separate report.
The Industry Momentum Report turns monitoring data into a written competitive briefing each morning. It names competitors, topic movements, and priority actions. Wellows also shows which competitor URL appears per tracked prompt, whether the mention is explicit or implicit, and which AI platform produced it.
Use Peec AI when the primary output is source analysis, Gap Score prioritization, and Citation Rate per domain.
Use Wellows when monitoring data needs to become a written action plan, content decision, or outreach priority the same day.
How Do Wellows and Peec AI Handle Content Gaps and Optimization Workflows?
Most AI visibility platforms can identify what is missing. The harder problem is deciding whether the right move is a new page, optimization of an existing page, or an outreach opportunity.
Wellows
Decision-first Content Workflow
- ➡️ Platform scans the entire live domain before making recommendations
- ➡️ Checks whether an existing page should be improved before creating new content
- ➡️ Separates workflows into New Content Opportunities, KIVA, and Content Optimization
- ➡️ Combines citation gaps, keyword intelligence, and GSC performance data in one workflow
- ➡️ Includes paragraph-level optimization suggestions and internal linking recommendations
Peec AI
Recommendation-first Approach
- ➡️ Platform analyzes tracked prompts and citation gaps
- ➡️ Generates earned and owned recommendations from source intelligence
- ➡️ Names specific articles, authors, channels, and domains to target
- ➡️ Organizes actions through Done, Decline, and Todo workflows
- ➡️ Content creation, optimization, outreach execution, and contacts happen outside the platform
How Does Peec AI Handle Content Recommendations?
Peec AI’s Actions Beta is a strong identification layer built around source intelligence. The Earned section organizes off-page opportunities by content type and platform, including Editorial, Reference, Reddit, YouTube, LinkedIn, Medium, and Quora. Cards may name a specific author handle, subreddit, article, or channel. Priority labels help teams decide where to focus first.
The platform is highly effective at identifying which sources and content formats matter. The limitation is where the workflow ends. Peec AI helps teams understand what to target, but content creation, optimization, outreach execution, contact discovery, and response tracking happen outside the platform.
How Does Wellows Handle Content Optimization and Creation?
Wellows treats content improvement as a prioritization problem, not just a recommendation engine. Instead of immediately suggesting new pages, the platform first evaluates the existing domain to determine whether a stronger opportunity already exists inside the current site structure.
The workflow is organized across three connected systems:
- New Content Opportunities,
- KIVA – AI Writing Agent, and
- Content Optimization
Each solves a different stage of the content decision process.
New Content Opportunities focuses on coverage gaps revealed through competitor citation analysis. The platform identifies topics competitors consistently appear for but your domain does not. Rather than surfacing raw keyword ideas alone, it estimates potential citation impact and routes promising opportunities directly into a creation workflow.
KIVA combines keyword intelligence, AI visibility insights, and briefing workflows into one environment. Teams can explore hundreds of related search terms alongside search demand, ranking difficulty, thematic groupings, and emerging opportunities. When connected to Google Search Console, KIVA also layers in first-party performance signals such as impressions, clicks, CTR, and average ranking position.
This allows teams to evaluate whether a topic already has traction, where visibility gaps exist, and how difficult the opportunity may be before assigning work to a writer or strategist.
Content Optimization focuses on improving pages that already exist on the domain. The system reviews the live site structure, flags overlapping pages before recommendations are generated, and prioritizes URLs based on estimated citation upside. Recommendations include missing topical coverage, optimization opportunities, and competitor domains currently outperforming the page.
Each optimization workflow is divided into four working areas: Summary, Suggestions, Prompts, and Internal Linking. The Prompts section surfaces the types of AI queries a page is most likely to satisfy, while Internal Linking recommends supporting pages and suggested anchor text to strengthen topical relationships across the domain.
The important distinction is that Wellows does not assume every citation gap requires new content. The platform helps teams determine whether the better move is expanding an existing page, improving internal relevance, building a keyword-driven brief through KIVA, or creating an entirely new asset.
How Do Wellows and Peec AI Handle Citation Building and Outreach?
Most AI citations come from third-party sources. The practical question is not whether teams know which domains matter. It is how many tools they need to actually reach them.
Peec AI offers precise source targeting. Gap Score ranks domains and URLs by urgency using retrieval frequency, citation rate, and competitor presence. Earned recommendations can name specific authors, subreddits, YouTube channels, and articles. The Done, Decline, Todo workflow tracks which actions have been logged.
This works well for teams that already have PR relationships or an outreach process in place. Peec AI gives them better targeting data, while execution continues in their existing workflow.
Wellows includes targeting and execution in the same platform. The Outreach Engine surfaces opportunities ranked by domain authority and estimated citation gain, each with a verified contact email and an AI-written pitch tied to the article URL. A platform filter lets teams prioritize outreach by the AI model they want to improve citations on.
The Socials layer adds Reddit threads, YouTube videos, Medium articles, Quora threads, and Facebook posts as actionable citation targets. These opportunities include estimated citation gain and pipeline status, giving teams a faster route to implicit citations through community participation.
Use Peec AI when outreach execution is already handled and you need precise source and author targeting.
Use Wellows when verified contacts, pitch emails, pipeline tracking, and social citation monitoring need to live in the same workflow as visibility data.
How Do Wellows and Peec AI Approach AI Bot Access and Crawl Diagnostics?
If the question is whether AI bots can access your pages at all, Peec AI is the stronger diagnostic tool.
The Crawlability section reads robots.txt access for AI crawlers including GPTBot, anthropic-ai, Google-Extended, Meta-ExternalAgent, Applebot, and Bytespider. Each crawler is categorized as Allowed, Partial, or Disallowed. The URL Tester lets teams check whether a specific page is accessible before investigating why it is not earning citations.
Crawl Insights via Cloudflare Worker or Vercel turns infrastructure-level bot traffic into a plain-language summary. Teams can see which bots visit most, which folders receive attention, and how AI visits are trending without needing a data engineering background.
Wellows does not include crawlability analysis. Its workflow is content and citation focused: which page to optimize, which content to create, and which outreach to prioritize. For teams where AI bot access may be suppressing visibility, Peec AI is the better fit.
How Do Wellows and Peec AI Support MCP and AI-Native Workflows?
Peec AI includes MCP integration from the Starter plan through api.peec.ai/mcp. Teams working inside Claude, Cursor, or other MCP-compatible environments can query brand visibility, benchmark competitors, and surface citation opportunities without opening a separate dashboard.
For operators who already live inside AI-powered workflows, this removes a meaningful context switch. Visibility data becomes available where research and strategy work already happens.
Wellows does not currently offer MCP integration on self-serve plans. For teams where MCP connectivity is central to daily work, this is a genuine Peec AI advantage.
How Do Wellows and Peec AI Compare on Support and API Access?
Both platforms include unlimited team seats on all plans. The difference is what comes alongside the data once teams are actively using it.
Peec AI includes chat support from the Starter plan, email support on higher plans, a Slack community, and custom onboarding on Advanced. It suits self-sufficient teams that know what they want to monitor and how to act on the data. Strategic calls and API access are not available on self-serve plans.
Wellows includes strategy calls on every plan, from one monthly call on Lite to five on Pro. These calls cover prompt strategy, content priorities, competitive review, and optimization decisions. For agencies and in-house teams still building their GEO process, this makes support feel more like a working session than a helpdesk ticket.
API access is included on all Wellows plans, making it easier to connect visibility data to reporting stacks, internal dashboards, or agency workflows without upgrading to Enterprise.
How Do Wellows and Peec AI Compare on Pricing and Plan Structure?
Both platforms publish pricing. The structural difference matters more than the headline numbers.
Wellows Pricing
| Plan | Monthly | For | Answer Engines | Prompts | Content/mo | Strategic Calls |
|---|---|---|---|---|---|---|
| Lite | $37/domain | Solo agencies and marketers | 1: ChatGPT | 40 | 2 | 1/month |
| Essential | $97/domain | Brand or small agency | 2: ChatGPT, AI Overviews | 100 | 5 | 2/month |
| Starter | $297/domain | Multi-client teams | 5: all supported engines | 400 | 15 | 3/month |
| Pro | $497/domain | Large brands and agencies | 5: all supported engines | 1,000 | 70 | 5/month |
All Wellows plans include unlimited team seats, unlimited outreach opportunities, sentiment analysis, all-time history, daily monitoring, GSC integration, Content Optimization Beta, API access, and a 7-day free trial.
Peec AI Pricing — Brands
| Plan | Monthly | Prompts | Models | Projects | Notable Inclusions |
|---|---|---|---|---|---|
| Starter | $95 | 50 | Choose 3 | 1 | MCP integration, Slack community, chat support, 7-day trial |
| Pro | $245 | 150 | Choose 3 | 2 | Chat and email support, 3 countries per project |
| Advanced | $495 | 350 | Choose 3 | 5 | Multi-country, Looker Studio integration, custom onboarding |
| Enterprise | Custom | Custom | All models | Unlimited | API access, MCP, SSO, dedicated support, custom prompt setup |
All Peec AI brand plans include unlimited users and daily tracking. Annual billing saves approximately 15%. Self-serve plans cap at three models — additional models cost extra per model per month. API access is Enterprise-only on brand plans.
Peec AI Pricing — Agencies
Peec AI’s agency pricing uses a credit-based model rather than fixed plan tiers. Credits are allocated across client accounts, models, and tracking frequency, giving agencies flexibility to configure coverage per client. All agency plans require booking a demo rather than self-serve signup.
| Plan | Credits | Billing | Access |
|---|---|---|---|
| Essential | 10,000 credits | Monthly | Demo required |
| Growth | 25,000 credits | Monthly | Demo required |
| Enterprise+ | Custom | Custom | Demo required |
Credits control how many prompts, models, and tracking runs are available across all client accounts. Sample agency model selections from the pricing page include GPT-4, Perplexity, Microsoft Copilot, Gemini, and Google AI. The credit model suits agencies that need uneven allocation across clients rather than fixed prompt pools per domain.
Free Trial Comparison:
Wellows offers a 7-day free trial on all plans with no feature gating. Peec AI offers a 7-day trial on the Starter brand plan. Agency plans require booking a demo before access is granted. Current pricing at wellows.com/pricing, peec.ai/pricing, and peec.ai/pricing-agencies.
Where Do Wellows and Peec AI Stand Out and Where Does Each Fall Short?
Wellows Strengths
- Full execution layer: Content optimization, outreach with verified contacts, KIVA, and social citation tracking live in one workflow.
- Domain-wide cannibalization check: Wellows checks existing pages before recommending what to create or improve.
- KIVA: Combines live GSC data, keyword intelligence, and LLM behavior modeling before generating content briefs.
- Outreach Engine: Includes verified contacts, AI-written pitch emails, and Open, Contacted, Won, Lost pipeline tracking.
- Included support: Strategy calls, API access, sentiment analysis, and unlimited team seats are included across all plans.
- Industry Momentum Report: Auto-generates a written daily competitive briefing.
Wellows Limitations
- Covers five AI platforms, so teams needing Claude, Grok, DeepSeek, or Meta AI tracking may find coverage gaps.
- No MCP integration on self-serve plans.
- No crawlability analysis or URL tester for AI bot access.
- No Gap Score or Citation Rate per source.
- No infrastructure-level Crawl Insights via Cloudflare or Vercel.
Peec AI Strengths
- Gap Score: Gives teams a composite prioritization metric per domain and URL.
- Citation Rate: Shows how reliably a retrieved domain converts into a citation.
- MCP integration: Makes visibility data queryable from Claude, Cursor, and compatible tools from the Starter plan.
- Crawlability analysis: Checks AI bot access with Allowed, Partial, and Disallowed status plus URL testing.
- Domain Movers: Highlights Trending, Losing, and New sources over time.
- Narrative ranking statement: Gives plain-language competitive positioning without chart interpretation.
Peec AI Limitations
- Execution happens outside the platform, so Earned actions do not include verified contact emails or pre-written pitch emails.
- No content creation agent or domain-wide content optimization workflow.
- No cannibalization detection before content decisions.
- Three-model cap on self-serve plans, so broader coverage requires add-ons or Enterprise.
- API access is Enterprise-only.
- Strategic calls are not included on standard plans.
When Does Wellows Make More Sense Than Peec AI?
- Outreach is part of your AI visibility workflow: The Outreach Engine consolidates citation opportunities, verified contacts, AI-written pitch emails, and pipeline tracking into one place instead of several disconnected tools.
- Content decisions should start with your existing domain: Content Optimization scans the live site, checks for cannibalization, ranks pages by estimated citation gain, and gives paragraph-level suggestions before recommending what to create.
- You want GSC-backed content creation: KIVA connects keyword research, search volume, difficulty, hidden gems, and Google Search Console data before generating a brief or article.
- Your team needs daily direction: Quick Wins and the Industry Momentum Report turn monitoring data into clear next steps, including competitor movement, topic gaps, and priority actions.
- You want strategy support included: Strategy calls are included across all Wellows plans, covering prompt strategy, content priorities, and optimization decisions.
- Team access should stay simple: Unlimited team seats on all plans means SEO, content, PR, and client delivery teams can work from the same data.
When Does Peec AI Make More Sense Than Wellows?
- Source intelligence depth is the priority: Gap Score, Citation Rate per domain and URL, Domain Movers, and URL-level gap analysis give teams a precise source picture.
- MCP integration matters: Teams can query brand visibility, benchmark competitors, and surface citation opportunities directly from Claude, Cursor, or any MCP-compatible tool.
- You need plain-language competitive positioning: The narrative ranking statement is immediately shareable with leadership or clients without additional chart interpretation.
- Crawlability analysis is required: Peec AI checks robots.txt access for many AI bots and supports URL-level access testing.
- Your outreach execution is already handled: Peec AI’s source targeting and author-level recommendations are useful without adding built-in execution tools.
- Reporting is the primary deliverable: Performance Matrix Heatmap, SOV tracking, and the Insights section make stakeholder reporting presentation-ready.
Which Platform Is Right for Your Team?
The right choice depends less on feature lists and more on what your team needs to do after the data appears.
| Your Scenario | Likely Fit | Why |
|---|---|---|
| Solo marketer or small team testing AI visibility on one domain | Wellows Lite ($37/domain) | Lowest-cost execution-focused tier with KIVA, Content Optimization, outreach, and strategy calls included |
| SaaS or B2B brand needing citation growth alongside monitoring | Wellows Essential ($97/domain) | Adds AI Overviews coverage, higher prompt volume, and two monthly strategy calls |
| Agency with citation growth as a core client deliverable | Wellows Starter or Pro | Unlimited seats, outreach pipeline, activity log with timestamps, KIVA, and strategy calls support active client delivery |
| In-house team with existing PR or outreach execution | Peec AI Pro ($245/month) | Gap Score and source intelligence guide outreach an existing team executes without paying for execution tools already in the stack |
| Technical SEO team diagnosing AI crawl access barriers | Peec AI | Crawlability analysis, URL Tester, and Crawl Insights support technical diagnosis |
| Team working inside Claude, Cursor, or MCP-enabled tools | Peec AI | MCP integration from Starter makes visibility data queryable inside existing AI-powered workflows |
| GEO consultant turning audits into client action plans | Wellows | Outreach opportunities, content gaps, KIVA briefs, Industry Momentum Reports, and strategy calls combine into a complete client deliverable |
| Team reporting AI visibility to leadership or clients | Peec AI Pro or Advanced | Narrative ranking statements, Performance Matrix Heatmap, and SOV tracking are presentation-ready |
| Brand tracking emerging AI platforms such as Claude, Grok, or DeepSeek | Peec AI Enterprise or add-on setup | Additional models are available through self-serve add-ons or full access on Enterprise |
| Agency needing flexible monitoring across many client accounts | Peec AI agency credit model | Credit-based agency pricing supports flexible prompt allocation across client accounts from a single subscription |
Use Wellows if the job is acting on AI visibility through content optimization, outreach execution, citation building, GSC-backed creation, and daily direction.
Use Peec AI if the job is understanding AI visibility through source intelligence, Gap Score prioritization, crawlability analysis, MCP integration, and competitive reporting.
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Frequently Asked Questions
Both platforms offer a 7-day free trial. Wellows includes the trial on all plans with no feature gating, so teams can test Content Optimization, KIVA, and the Outreach Engine before paying. Peec AI offers a trial on the Starter plan.
Wellows tracks five platforms depending on plan tier: ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode, with deeper citation analysis including explicit vs implicit mentions and sentiment tracking. Peec AI supports a broader model range including ChatGPT, Claude, Grok, Copilot, Gemini, and Perplexity, with additional models available through higher plans, add-ons, or API integrations.
The right choice depends on what your team needs after the visibility data appears. Peec AI is the stronger fit for teams focused on source intelligence, Gap Score prioritization, crawlability analysis, and MCP integration inside AI-native workflows. Wellows is the stronger fit for teams that need to turn visibility insights into content optimization, citation outreach, daily action plans, and execution workflows without switching between multiple tools. In practice, Peec AI is optimized for understanding AI visibility, while Wellows is optimized for improving it.
Conclusion: Which Platform Fits the Job?
Peec AI is one of the strongest AI visibility platforms for monitoring, source intelligence, crawlability analysis, and MCP-powered workflows. Features like Gap Score, Citation Rate, Domain Movers, and AI bot diagnostics help teams understand where visibility comes from and which sources matter most.
The key distinction is where the workflow ends. Peec AI identifies opportunities, but outreach execution, contact discovery, pitch writing, and response tracking happen outside the platform.
Wellows is built around a more execution-focused workflow. Outreach, content optimization, keyword intelligence, sentiment analysis, and citation tracking live in the same platform, reducing the need to switch between tools. Features like KIVA, Content Optimization, verified outreach contacts, AI-written pitches, and included strategy calls are designed to help teams act on visibility gaps faster.
If your priority is deep source intelligence, crawl diagnostics, and MCP integration, Peec AI is the stronger fit. If your priority is turning AI visibility insights into content, outreach, and daily execution, Wellows is built for that workflow.
