# Otterly engine and editorial evaluation Price the exact engines and prompt capacity your team needs, then check how an Otterly finding becomes an approved page update. Use this record to decide whether to keep, extend or replace the workflow. Worksheet version 1.0 · 20 September 2026. Complete one record per candidate. Blank fields request your evidence; this pack does not report vendor account tests or executed pilots. Complete comparison: https://rankecho.io/compare/otterly-alternatives ## 1 Specify the required coverage Compare candidates using the same buyer questions and account settings. Keep a broad research feature separate from the prompts you will track repeatedly. **Decision and accounts** — Record candidate, evaluator, brands or clients, decision date and the current workflow that needs improvement. [Enter your response] **Prompt panel and settings** — Link exact prompts and record location, language, cadence, required workspaces and the allowed collection window. State how unavailable answers are counted. [Enter your response] **Required engines** — List each required answer surface and whether it is included, an add-on or untested on the quoted plan. Seven supported engines does not mean seven are included in the base price. [Enter your response] ## 2 Price the configured plan The September 20 review found monthly Lite, Standard and Premium at $29, $189 and $489 for 15, 100 and 400 prompts. Four engines are included; Claude, Google AI Mode and Gemini cost extra. **Base plan and prompt expansion** — Record monthly or annual billing, prompt allowance and expansion. An illustrative Standard plan with one extra 100-prompt pack is $189 + $99 = $288 per month for 200 prompts, before model add-ons and other costs. [Enter your response] **Engine and workspace charges** — Obtain prices for every required extra model and confirm workspace access, API or reporting limits. Record quote date, currency, tax and commitment. [Enter your response] **Cost of completing the work** — Add external writing, review, publishing and retained tools. A recommendation or optional marketplace service is not automatically included implementation. [Enter your response] | Engine group | Base access | Budget treatment | | --- | --- | --- | | ChatGPT, AI Overviews, Perplexity, Copilot | Included four | Verify selected plan | | Claude, AI Mode, Gemini | Optional add-ons | Obtain a price for each | | Extra 100 prompts | Standard or Premium | $99 monthly pack | ## 3 Follow a recommendation to a page Use one permitted test and record what the chosen plan actually delivers. Do not infer publishing access from a content brief or a feature list. **Finding and proposed action** — Save the observed answer, cited page, audit or recommendation. Record the specific reader problem and the owned page to update. [Enter your response] **Artifact and responsibility** — Retain the actual brief or draft and its sources. Name the writer, reviewer and publisher; distinguish core software, separate services and your own team. [Enter your response] **Publication acceptance** — Check claim accuracy, approved diff, destination and rollback. If direct publishing is required, ask for a demonstration on the quoted plan and retain the result. [Enter your response] **Repeat observation and export** — Save a usable export with prompt text, engine, configuration, timestamps, answer and citations. Record shipment separately and preserve failed or missing observations. [Enter your response] ## 4 Choose the complete workflow Use the same acceptance criteria for Otterly and each alternative. Leave untested requirements unresolved until you have evidence. **Coverage and delivery verdict** — Mark required engines, exports, client separation and editorial steps pass, fail or untested, with evidence links. [Enter your response] **Stay extend or replace** — Record the chosen option, total approved cost, remaining manual work and the reason it best fits this panel. [Enter your response] **Ownership and exit** — Assign report continuity, prompt exports, content transfer and billing dates. Schedule a review and state the condition that would change the decision. [Enter your response] ## Complete comparison guide A useful Otterly.AI alternatives review starts by defining the unfinished job rather than assuming every tool is a monitor. Teams evaluate alternatives when they need a different engine bundle, deeper implementation artifacts, direct publishing, or a more explicit record tied to the date a change shipped. Otterly already supplies optimization guidance, so compare the actual artifact and follow-up workflow directly. Below is the field reviewed September 1, 2026, with official-source review records and a consistent way to choose. Original guide update: 2026-09-06. Companion and scoped source recheck: 20 September 2026. The evidence records below retain their individual dates. Confirm current plan, billing commitment and workload in a written quote. Otterly pricing rechecked 20 September 2026: monthly Lite, Standard and Premium are $29, $189 and $489 with 15, 100 and 400 prompts. ChatGPT, Google AI Overviews, Perplexity and Copilot are included; Claude, Google AI Mode and Gemini are separate add-ons. Standard and Premium offer extra 100-prompt packs at $99 monthly. Confirm the configured total and billing term. [Otterly pricing](https://otterly.ai/pricing) · [Otterly features](https://otterly.ai/features) · [Profound brand pricing](https://www.tryprofound.com/pricing) ## What Otterly.AI offers Otterly.AI offers daily citation and mention tracking, prompt research, content and crawlability audits, briefs and prioritized recommendations. Its seven supported engines span four included engines and three paid add-ons. Check the configured plan cost before comparing it with another workflow. Otterly.AI is broader than alert-style monitoring. The reviewed public pages document audits, briefs, recommendations, and content workflows; they do not document direct CMS publishing or a shipment-linked same-prompt observation ledger. Verify the exact engine add-ons and allowances for the plan you price. ## Why teams evaluate alternatives Teams evaluate alternatives when they need a different engine bundle, deeper implementation artifacts, direct publishing, or a more explicit record tied to the date a change shipped. Otterly already supplies optimization guidance, so compare the actual artifact and follow-up workflow directly. That is not a judgment that Otterly.AI is a bad tool. It means the right alternative depends on the data, implementation artifact, post-ship observation, reporting layer, and price meter your workflow actually needs. ## Alternatives at a glance (reviewed September 1, 2026) The field, one line each. Pricing changes; confirm current rates on each vendor's pricing page before deciding. - RankEcho - Find, Fix, and Prove around the same prompts: a free 12-prompt audit, reviewable implementation packages, and shipment-linked observations; $49, $149, or $399 per month within plan capacities. - Gauge - daily six-platform tracking, Action Center, article production, and CMS publishing; Growth is $599 per month. - Peec AI - six-model analytics, Actions, and agency workflows; brand plans start at $95 per month. - Semrush AI Visibility Toolkit - prompt research, tracking, citation gaps, and AI site audit; $99 per month per domain billed annually. - Ahrefs Brand Radar - broad pre-collected indexes plus custom prompt tracking; $199 for one index or $699 for all models. - AgencyAnalytics - 85+ integration client reporting plus an AI Tracker beta; $25/client monthly or $20/client monthly annually, with AI credits separate. - Profound - answer-engine insights and content Agents; brand pricing rechecked 20 September 2026 shows a free Trial with 10 ChatGPT prompts run once and custom Enterprise with daily tracking. Request the separate agency offer when evaluating client work. ## Where RankEcho fits RankEcho organizes the work around Find, Fix, and Prove. Find: a 12-prompt audit. Free audits check Perplexity and Gemini once per prompt. Paid and trialing accounts add ChatGPT, Claude, and Google AI Overviews when configured for the account, for up to 5 engines. Fix: a reviewable package with an answer block, schema, content brief, crawler guidance, and an offsite source plan. Prove: the exact prompt observed again after a shipped date, with timing, movement, and a correlation note - never a causal or guaranteed-citation claim. Paid plans add branded or co-branded client rooms, portal seats, digests, pitch pages, and prompt portfolios; full de-badging and configured sending-domain features are Agency-plan capabilities. RankEcho is $49, $149, or $399 per month with a 7-day trial. There is no separate per-engine or per-seat surcharge within each plan's included configuration and capacity; domain, observation, and seat limits still apply (reviewed September 1, 2026). The free audit is one way to judge fit before paying: it samples the documented free-engine scope, reports the observed prompt outcomes, and identifies gaps an implementation package could target. ## How to choose well Evaluate every candidate on the same five questions rather than feature lists. - Coverage: which engines, and is multi-engine included or priced per engine? - Measurement: fixed prompts you control, or opaque sampling? - Execution: does it produce a shippable change, or advice? - Post-ship evidence: will it observe the same prompt again, retain the answer, and avoid a causal claim? - Budget shape: which domains, users, engines, prompts, sources, or credits meter year-one cost? ## Is RankEcho a good Otterly.AI alternative? It can be if you need reviewable implementation artifacts plus same-prompt observations tied to a shipped date. If another product's research, publishing, monitoring, or reporting workflow is the better fit, compare coverage, artifacts, plan limits, and price directly. ## What is the cheapest way to start? Run RankEcho's free 12-prompt audit - no card required - or start on a low-cost monitoring tier elsewhere. Either way, test with your own buyer-intent prompts before paying. ## Does RankEcho guarantee AI citations? No. AI answers vary, so RankEcho reports before-and-after observations on the same prompts with repeat counts and limitations instead of making guaranteed ranking, citation, or causal claims. ## Which engines does RankEcho cover? Free audits check Perplexity and Gemini once per prompt. Paid and trialing accounts add ChatGPT, Claude, and Google AI Overviews when configured for the account, for up to 5 engines. Google AI Overviews is reported only when an overview is shown and retrievable; otherwise that cell is marked skipped/unavailable rather than counted as a citation miss. RankEcho does not currently run Microsoft Copilot checks. ## Preserved dated evidence - [Gauge pricing](https://www.withgauge.com/pricing/) — checked 2026-09-01. Gauge lists Growth at $599 per month with a one-week trial, 600 prompts across six core platforms daily, 18 articles per month, and Webflow, Framer, Sanity, and GitHub publishing integrations; Enterprise is custom. Growth allowances, integrations, trial, and Enterprise pricing Official public documentation review; no account-level hands-on test. Confidence: High - [Gauge AI visibility](https://www.withgauge.com/ai-visibility/) — checked 2026-09-01. Gauge documents daily AI-answer visibility tracking, prioritized recommendations, Ask Gauge, and an integrated content workflow. AI visibility and action workflow Official public documentation review; no account-level hands-on test. Confidence: High - [Gauge AI visibility](https://www.withgauge.com/ai-visibility/) — checked 2026-09-01. The reviewed official Gauge pricing and AI-visibility pages do not document a shipment-linked same-prompt evidence ledger. Growth pricing and AI-visibility documentation Negative documentation review across the official pricing and AI-visibility pages in this evidence set; absence from public documentation is not proof that a capability is impossible. Confidence: Medium - [Otterly.AI pricing](https://otterly.ai/pricing) — checked 2026-09-01. Otterly.AI lists monthly Lite, Standard, and Premium prices of $29, $189, and $489. Monthly public plans Official public documentation review; no account-level hands-on test. Confidence: High - [Otterly.AI features](https://otterly.ai/features) — checked 2026-09-01. Otterly.AI documents seven engines overall plus prompt research, content audits, briefs, and prioritized GEO recommendations. Public feature set Official public documentation review; no account-level hands-on test. Confidence: High - [Otterly.AI Content Creator](https://geo.otterly.ai/geo/ai-content-creator/) — checked 2026-09-01. Otterly.AI documents an AI Content Creator that can produce a content brief or a full piece of content with user-selected settings and instructions. AI Content Creator public documentation Official public documentation review; no account-level hands-on test. Confidence: High - [Otterly.AI Marketplace](https://otterly.ai/marketplace/) — checked 2026-09-01. Otterly.AI publishes a marketplace of optional GEO workflows and services that can extend execution beyond the core software. Public Marketplace workflow catalog Official public documentation review; no account-level hands-on test. Confidence: High - [Otterly.AI features](https://otterly.ai/features) — checked 2026-09-01. The reviewed official Otterly.AI features and pricing pages do not document direct CMS publishing or a shipment-linked same-prompt evidence ledger. Public features and pricing documentation Negative documentation review across the official features and pricing pages in this evidence set; absence from public documentation is not proof that a capability is impossible. Confidence: Medium - [Peec AI pricing](https://peec.ai/pricing) — checked 2026-09-01. Peec prices brand plans by prompt and model allowances; the reviewed public tiers show Starter, Pro, and Advanced at $95, $245, and $495 per month. Brand plans; localized prices can vary Official public documentation review; no account-level hands-on test. Confidence: High - [Peec Actions](https://peec.ai/product-actions) — checked 2026-09-01. Peec Actions prioritizes owned and earned opportunities, while Peec states that customers create or update the content themselves. Actions workflow Official public documentation review; no account-level hands-on test. Confidence: High - [Peec for agencies](https://peec.ai/for-agencies) — checked 2026-09-01. Peec documents agency workspaces, pitch projects, reporting integrations, and multi-brand workflows. Agency workflow Official public documentation review; no account-level hands-on test. Confidence: High - [Semrush AI pricing](https://www.semrush.com/pricing/ai/) — checked 2026-09-01. Semrush lists the AI Visibility Toolkit at $99 per month per domain billed annually; additional domains and users are priced separately. AI Visibility Toolkit public pricing Official public documentation review; no account-level hands-on test. Confidence: High - [Semrush AI Visibility Toolkit documentation](https://www.semrush.com/kb/1493-ai-visibility-toolkit) — checked 2026-09-01. Semrush documents 25 daily tracked prompts, prompt research, competitor and sentiment reporting, citation gaps, and an AI Search Site Audit; the Toolkit has no free trial. Toolkit documentation Official public documentation review; no account-level hands-on test. Confidence: High - [Ahrefs pricing](https://ahrefs.com/pricing) — checked 2026-09-01. Ahrefs lists Brand Radar from $199 per month and custom-prompt packages starting at $50. Brand Radar public USD pricing Official public documentation review; no account-level hands-on test. Confidence: High - [Ahrefs Brand Radar](https://ahrefs.com/brand-radar) — checked 2026-09-01. Ahrefs lists an all-model Brand Radar package at $699 and documents pre-collected indexes, custom prompts, AI-generated prompt suggestions, mentions, citations, share of voice, cited pages, source research, and query fanout. Brand Radar product capabilities Official public documentation review; no account-level hands-on test. Confidence: High - [AgencyAnalytics pricing](https://agencyanalytics.com/pricing) — checked 2026-09-01. AgencyAnalytics lists one plan at $25 per client monthly or $20 per client per month billed annually, with annual AI Tracker pricing of $20.83 per month per 250 credits. Base plan and annual AI Tracker add-on Official public documentation review; no account-level hands-on test. Confidence: High - [AgencyAnalytics pricing](https://agencyanalytics.com/pricing) — checked 2026-09-01. AgencyAnalytics documents 85-plus integrations, unlimited data sources, reports, dashboards, staff users, and client users, plus white-label portals, custom domain and email controls, and scheduled reports. Current base-plan reporting capabilities Official public documentation review; no account-level hands-on test. Confidence: High - [AgencyAnalytics AI Tracker](https://agencyanalytics.com/features/ai-tracker) — checked 2026-09-01. AgencyAnalytics AI Tracker beta documents ChatGPT, Google AI Overviews, Google AI Mode, Claude, Perplexity, and Gemini, with citations in white-label reports. AI Tracker open beta Official public documentation review; no account-level hands-on test. Confidence: High - [AgencyAnalytics AI Tracker configuration](https://help.agencyanalytics.com/en/articles/14692294-configuring-the-ai-tracker-add-on) — checked 2026-09-01. AgencyAnalytics documents dated per-prompt response history, before-and-after comparisons, weekly AI Tracker checks, $25 per 250 credits on monthly billing, and a 14-day 250-credit trial. AI Tracker beta cadence, monthly billing, and trial Official public documentation review; no account-level hands-on test. Confidence: High - [AgencyAnalytics AI widgets](https://help.agencyanalytics.com/en/articles/12877937-ai-widgets) — checked 2026-09-01. AgencyAnalytics documents AI Tracker widgets with annotations that let agencies mark events and changes on AI visibility charts. AI Tracker widget and annotation workflow Official public documentation review; no account-level hands-on test. Confidence: High - [AgencyAnalytics AI Tracker](https://agencyanalytics.com/features/ai-tracker) — checked 2026-09-01. The reviewed AgencyAnalytics pricing, AI Tracker, and configuration pages document AI visibility tracking and reporting, not generation of implementation artifacts or a workflow linking a recorded shipment date to a controlled same-prompt re-test. Base plan and AI Tracker public documentation Negative documentation review across the official pricing, feature, and configuration pages in this evidence set; absence from public documentation is not proof that a capability is impossible. Confidence: Medium - [Profound Answer Engine Insights](https://www.tryprofound.com/features/answer-engine-insights) — checked 2026-09-01. Profound documents Answer Engine Insights for daily visibility, citations, sources, sentiment, competitors, Query Fanout, and FactCheck workflows that identify and address inaccurate AI answers. Answer Engine Insights and FactCheck public workflow Official public documentation review; no account-level hands-on test. Confidence: High - [Profound pricing](https://www.tryprofound.com/pricing) — checked 2026-09-01. Profound lists Starter at $99 per month billed annually with ChatGPT, 50 prompts, 100 Agent credits, and one seat; Growth is $399 per month billed annually with ChatGPT, Perplexity, Google AI Overviews, 100 prompts, 400 Agent credits, and three seats. Starter and Growth annual billing, engine scope, prompts, Agent credits, and seats Official public documentation review; no account-level hands-on test. Confidence: High - [Profound Agents](https://www.tryprofound.com/features/agents) — checked 2026-09-01. Profound documents Agents that research cited sources, generate briefs and complete drafts, optimize content, and publish approved work through CMS integrations; its documentation says the loop tracks whether outputs earn citations. Agents research, creation, approval, publishing, and citation-feedback workflow Official public documentation review; no account-level hands-on test. Confidence: High - [Profound Aim](https://www.tryprofound.com/features/aim) — checked 2026-09-01. Profound documents Aim Projects that turn opportunities into task plans, hand work to Agents, record project activity, and show visibility and citation movement; the current pricing matrix lists Projects as Enterprise-only. Aim project planning, execution, and impact measurement; availability cross-checked on pricing Official public documentation review; no account-level hands-on test. Confidence: High - [Profound pricing](https://www.tryprofound.com/pricing) — checked 2026-09-01. Profound lists Enterprise at custom pricing with up to nine answer engines, tailored prompt tracking, Projects powered by Aim, API access, SSO, and dedicated support. Enterprise public plan matrix Official public documentation review; no account-level hands-on test. Confidence: High - [RankEcho pricing](https://rankecho.io/pricing) — checked 2026-09-01. RankEcho lists Solo, Growth, and Agency at $49, $149, and $399 per month with a seven-day trial and no per-engine or per-seat fees. Current public plans Official RankEcho pricing page reviewed for published plan names, prices, and limits. Confidence: High - [How RankEcho works](https://rankecho.io/how-it-works) — checked 2026-09-01. RankEcho documents a Find, Fix, Prove workflow with generated implementation artifacts and same-prompt post-ship observations bounded as correlation, not causation. Current public workflow Public RankEcho product documentation reviewed for the Find, Fix, and Prove workflow. Confidence: High ## Related reading - [RankEcho vs Otterly.AI](https://rankecho.io/compare/rankecho-vs-otterly) - [Profound alternative: when RankEcho fits and when it does not](https://rankecho.io/learn/profound-alternative) - [Why RankEcho is different](https://rankecho.io/why-rankecho) ## Product next step Inspect a reviewed change at https://rankecho.io/sample-fix and the Fix Engine at https://rankecho.io/product/fix-engine. Full-page writing is separate and requires a paid base plan plus a content add-on: https://rankecho.io/pricing/content.