Insights and Opportunities Overview
Surva.ai combines AI-generated competitive insights with automated alerts and a prioritized opportunities pipeline. Instead of manually watching for changes, the platform surfaces the most important developments so you can act quickly.
Two Views: Insights and Opportunities
The platform provides two complementary views:
- Insights page (/insights) - gap-focused analysis showing where you are missing visibility compared to competitors. Includes summary stat cards per gap category and two charts: Gap Distribution by Category and Gap Distribution by Priority.
- Opportunities page (/insights-alerts) - a unified view that merges insights, competitive gaps, and real-time analysis into a prioritized action list with status tracking, CSV export, and one-click actions
Three Insight Engines
Insights come from three independent sources that feed into the two views:
- Gap-Based Insights - compares your data against competitors on five gap categories: Ad Gap, Content Gap, AI Visibility Gap, Messaging Gap, and Product Gap. Displayed with charts and filterable by category.
- Actionable Insights - computed in real time when you visit the page. Returns up to 20 insights sorted by priority and impact score. Covers seven generators including missing ad coverage, no AI visibility, no organic presence, poor organic ranking, competitor ad gaps, high-value keywords, and content gaps where competitors are cited but you are not.
- Comprehensive Insights - generated daily at 8:30 AM Eastern and stored in the database. Covers 13 generators including citation velocity, entity gaps, competitor strategy, AI visibility share changes, new competitor ads, trend spikes, organic ranking drops, landing page changes, and search volume surges. A 14-day deduplication window prevents repeat alerts for the same topic.
Types of Insights
- Content Gap - competitors rank for keywords where you do not. Action: generate a new article.
- Ad Gap - competitors are advertising on keywords you miss. Action: start a campaign.
- AI Visibility Gap - competitors appear in AI Overviews or chatbot answers where you do not. Action: optimize content for AI citation.
- Messaging Gap - competitor landing pages emphasize value propositions you have not addressed. Action: update your copy.
- Product Gap - features competitors emphasize that you do not mention. Action: add feature content.
- Trend Spike - a keyword is surging in search volume. Action: increase bids or create timely content.
- Reddit/Thread Engagement - community discussions where you could participate. Action: post a helpful reply.
- Competitor Moves - new ads, ranking changes, or landing page updates. Action: monitor and respond.
Priority and Difficulty Scoring
Each opportunity is scored on two dimensions:
- Priority Score (0-100) - based on search volume (up to 40 points for 10K+ monthly searches), CPC and commercial intent (up to 30 points for CPC above $10), and competition level (up to 30 bonus points when no competitors are bidding).
- Difficulty Score (0-100) - based on ad competition (competitor count times 10, capped at 40), organic competition (ranking count times 5, capped at 30), and current position factor (average position below 5 adds 30 points difficulty). Lower scores mean easier execution.
Quick Wins are highlighted when the priority score exceeds 70 and difficulty is below 30. These high-value, low-effort opportunities appear at the top of the list.
Opportunity Status Workflow
Track each opportunity through a status pipeline:
- New - freshly generated, awaiting review
- Reviewing - you are evaluating the opportunity
- In Progress - action is being taken
- Completed - action was finished successfully
- Dismissed - opportunity was not relevant
Opportunities also have action categories (Create, Engage, Outreach, Monitor, Optimize, Research) and priority tiers (Critical, High, Medium, Low). Unaddressed opportunities expire after 30 days.
Taking Action on Opportunities
Each opportunity has direct action buttons:
- Generate Content - launches the Content Planner with the topic pre-filled
- Do Outreach - generates a personalized outreach email or community post (see below)
- Start Campaign - provides ad campaign recommendations
- Dismiss - hides the opportunity if it is not relevant
Outreach Email and Community Post Generation
When you click Do Outreach on an opportunity, Surva.ai detects whether the target is a community platform or a regular website:
- For websites - generates a personalized email under 200 words using GPT-4o-mini, including a subject line, body text, talking points, and suggested contact emails (common patterns like contact@, editorial@, content@, partnerships@)
- For community platforms (Reddit, Quora, StackOverflow, Medium, dev.to, Hashnode, ProductHunt) - generates a platform-specific post template with hashtags and engagement strategy tailored to each community's norms
All outreach is personalized using your brand context including mission, value propositions, and differentiators. Outreach requests track status from draft through sent to replied, success, declined, or no response.
Daily Digest and Alert Detection
Automated jobs run on a staggered schedule each morning:
- 7:00 AM - Daily digest email sent to opted-in users with the previous 24 hours of alerts
- 8:00 AM - Alert detection runs across all data sources checking for brand sentiment shifts (3+ mention changes), AI visibility gains or losses (10%+ change), competitor feature mentions, ranking changes, new competitor ads, and landing page pricing or CTA updates
- 8:30 AM - Comprehensive insight generation runs for every brand, producing persisted insights stored in the database
Digest emails are sent to users on Starter, Growth, and Business plans plus trial accounts under 7 days. Free and demo accounts are excluded.