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
- Opportunities page (/insights-alerts) - a unified view that merges insights, competitive gaps, and real-time analysis into a prioritized action list
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:
- Impact Score (0-100) - estimated revenue or traffic potential. Trend spikes above 20% get 80+ base scores. High-opportunity keywords (score 70+) inherit their score.
- Difficulty Score (0-100) - implementation difficulty. Content gaps score 40-60, ad gaps 30-40, AI visibility gaps 70-85.
Quick Wins are highlighted when impact exceeds 70 and difficulty is below 30, helping you focus on the highest-value, lowest-effort actions first.
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 (Reddit, ProductHunt, etc.) or a regular website:
- For websites - generates a personalized email with talking points, subject line, and suggested contact emails for the domain
- For community platforms - generates a post template with hashtags and an engagement strategy
All outreach is personalized using your brand context (mission, value propositions, differentiators). Outreach requests track status from draft through sent to replied or declined.
Daily Digest
Surva.ai sends a daily digest email at 7 AM Eastern summarizing the top 20 insights across your tracked prompts, competitors, and visibility data. A separate daily alerts job runs at 8 AM to detect new changes and generate fresh insights for each account.
Automated Insight Generation
Insights are generated automatically by scheduled jobs:
- Daily at 8 AM - detects changes across all data sources and generates new insights
- Daily at 8:30 AM - comprehensive insight generation covering all types for each brand
- On demand - the ActionableInsightsService generates 20 prioritized recommendations when you visit the page