Reports, benefits & workflows

Start with a concrete example report, then see the platform value and the live workflows teams are already using to deliver repeatable client work.

Example report + live workflows · March 2026

Sample report: customer insights

Here is an example report for a major construction building contractor in Southern Ontario. It shows the client the three immediate actions to take next, and why each one creates value right away.

Report snapshot

Type: Customer insights (competitor-style “customer pain points” research)
Focus: Regional buyer/seller market; affordability, trust, messaging
Completed: 2026-03-24

Market gaps → value

Gap, opportunity, and tied action
Gap	Opportunity	Immediate action
Missing middle housing (townhomes, duplexes, multiplexes)	Own education + inventory navigation—help buyers match segment to budget; align with new construction shift to townhomes/semis	Action 3: Neighborhood value reports (which areas fit which life stage/budget)
Family-suitable homes at prices younger buyers can afford	Advisor-led planning (12–24 mo timelines) + family milestone messaging—not “buy now” pressure	Action 1: First-time buyer advisory program + nurture + “Should You Buy in 2026?” style honesty
Move-in ready stock vs. low appetite for renos	Pre-screening + inspection-led trust; “turnkey” as a filter in search	Action 2: Construction expertise content (red flags, moisture, roof, foundation)
Agents who say “wait” when appropriate	Differentiate as advisor, not closer; reduces fear of agent desperation (high share of agents with zero recent deals)	Action 1: Positioning + content: stop timing the market; start planning your decision
Down payment assistance education	Tools + nurture: affordability calc, gift-of-equity norms, program explainers	Action 1: Signup + 12-month email series on fears and savings
Disclosure / defect anxiety post-close	Construction literacy during tours; reduces legal/financial surprise	Action 2: Walkthrough video series + “what other agents miss” angle
Buyer’s market tactics (negotiation, patience, inventory)	Data-backed empowerment—inventory depth, days-on-market, list/sale ratios as coaching	Action 3: Hyper-local PDFs per community (prices, DOM, who it’s for)

Differentiation opportunities (why it matters)

These are the positions that move the offer out of generic-agent territory and into higher-trust, easier-to-explain strategic value.

Construction depth Roof, foundation, insulation, and moisture literacy reduce hidden-cost surprises and reinforce an advisor vs. salesperson position.
Honest advisory Saying “wait” when appropriate builds trust in a market where buyers expect pressure and spin.
Neighborhood specialization Clear local guidance cuts information overload when inventory is broad and hard to compare.
Speed + modern channels Phone, text, and chat responsiveness matches the faster service pattern buyers already expect.
First-time buyer programs Structured support speaks directly to buyers navigating down-payment help and longer decision windows.
Investor / multifamily A more specific offer creates a credible niche for cash-flow-oriented buyers.
Data-driven pricing Benchmark-based pricing advice helps sellers accept market reality faster and with less friction.

Three immediate actions (what / why / how)

These are the fastest moves from research to billable execution: one positioning-led offer, one expertise proof system, and one scalable local-content asset.

1 — Highest priority: First-time buyer advisory program

What: 6–12 month advisory for target buyer cohorts—check-ins, affordability, savings tracking, construction education; trusted advisor not closer.
Why: Largest segment may be waiting; honest guidance differentiates when many agents are under volume pressure.
How (this week): (1) Advisory email signup + free affordability calculator, (2) draft 12-month nurture on timing, down payment, hidden costs, (3) schedule live Q&A (e.g. “Should You Buy in 2026?”)—promote: Stop trying to time the market. Start making your informed decision.

2 — High: Construction expertise via content

What: Series proving walkthrough intelligence (what others miss on inspection).
Why: Buyers want foundations, insulation, moisture literacy; reduces post-close disputes.
How (two weeks): Short inspection clips; blog angle on what typical agents omit; social proof; add construction expertise to bio and site.

3 — Recommended: Neighborhood value reports

What: Priority communities with prices, trends, lifestyle, schools, who each area is for.
Why: Location is the value multiplier; reduces overwhelm when inventory is thick.
How (30 days): Start with a small set of neighborhoods; rolling stats; 2–3 page PDFs; gate behind email; social drip one area at a time.

What else these reports can do

The example above is one report shape. The market intelligence layer also supports monitoring, pattern-finding, agentic research, and scheduled competitive tracking that can be automated in workflows.

Primary report types
Report type	What it does
Brand Monitor	Shows how leading AI providers talk about your brand vs competitors for your prompts: visibility scoring, competitor comparison matrix, and AEO-oriented recommendations, with optional Deep Analysis for confidence and coverage.
Content Research	Surfaces winning content patterns for your industry: content architectures and templates, engagement patterns, and platform-specific guidance so you can mirror what works.
Deep Research	Runs agentic web research on a topic and returns a full report with citations, synthesized insight, and action items that can be saved to the knowledge base and reused in workflows.
Competitor Tracking	Watches competitor URLs over time with change detection, diffs, scheduled monitoring, and trend-style signals when messaging, pricing, or pages shift.

Brand Monitor deep analysis

Visibility Confidence tests how reliably AI mentions your brand across repeated runs, showing appearance rate and where you tend to rank when you appear.
Prompt Coverage tests whether neutral, non-branded category prompts still surface your brand, highlighting where organic discovery is strong vs weak.
Automation-ready means these report types can also be run on schedules through workflows instead of being one-off analyst tasks.

Platform benefits

These platform benefits matter because they help agency owners keep delivery inside their own system, preserve hard-won client knowledge, and turn AI outputs into services they can prove, package, and renew.

Agency + client knowledge, isolated per tenant — retrieval-grounded answers and workflows without cross-client leakage.
Deep Research & market intel — long-form reports with citations, action items, and optional save-to-KB—not one-off chat blurbs.
Automate repeatable work — schedule research, content, email, monitoring, and multi-step pipelines instead of rebuilding prompts by hand.
Replaceable models — swap providers without throwing away prompts, KBs, or workflow logic.
Delivery where teams already work — email, in-app, and integrations (e.g. Gmail, Telegram) for reports and alerts.
Proof for stakeholders — usage, runs, and outputs you can show in QBRs and renewals—not black-box “AI did something.”
White-label posture — your brand and relationship stay central; the platform is infrastructure.

Workflows you can automate

These are not hypothetical examples. They are workflows teams are actually using right now to ship monitoring, research, content, and stakeholder updates without rebuilding the process every time. The list is ordered by historical usage.

Workflow	What it does
Past article to current landscape	Uses a past KB article, generates a new blog post, saves to conversations; weekly or on demand
Brand Monitor Report	Brand Monitor on a schedule
Gmail Auto Reports	Generate content and email to a chosen recipient
Deep Research to Newsletter	Deep research on a topic → newsletter → email
Marketing Strategy — Gmail	Generate content and email to recipient
LinkedIn Strategy — Gmail	Generate content and email to recipient
Competition, content, audience + Action	Concise recommendation email for immediate action
LinkedIn Strategy — Telegram	Same family as LinkedIn strategy; Telegram delivery path
Content Structures	Deep research on content structures that resonate with specific audiences
Daily Sales Team	Generate content and email to recipient
Competitor Change Alert — Copy	Competitor page monitoring → email alerts on pricing/messaging/content changes
Content Refresh from Past Article — Copy	Refresh outdated content with current data (SEO/engagement)

Ready out of the box

Pre-built templates agency owners can start from immediately, with category, purpose, and required integration shown in one table.

Pre-built templates available in code
Category	Template	What it does	Integration
Commerce	Shopify Product Launch	Launch products faster with AI-generated descriptions that convert browsers into buyers. Coming soon.	Shopify
Content	Web Research to Blog Post	Transform any URL into a polished blog post, saving hours of research and writing.	None
Content	Competitor Content Analysis	Uncover competitor weaknesses and improve your content strategy with AI analysis.	None
Content	Weekly Research Digest	Deliver curated industry insights to your audience automatically each week.	None
Content	Content Refresh from Past Article	Revitalize outdated content with current data to boost SEO and engagement.	None
Content	Multi-Platform Social Content	Create platform-optimized posts for LinkedIn, Twitter, and Facebook in one click.	None
Communication	Generate and Send Email Newsletter	Research, write, and send professional newsletters without manual effort.	Gmail
Communication	Blog Post to Email Campaign	Convert blog posts into email campaigns to maximize content reach.	Gmail
Communication	Deep Research to Newsletter	Turn deep research into engaging newsletters delivered to any audience.	Gmail
Research	Deep Competitor Intelligence	Get actionable competitive intelligence with autonomous web research.	None
Research	Industry Trends Report	Stay ahead of market shifts with comprehensive trend analysis.	None
Research	Pricing Intelligence Report	Optimize pricing strategy with competitor price tracking and analysis.	None
Research	Customer Insights Research	Understand customer needs and objections to improve conversion rates.	None
Intelligence	Competitor Change Alert	Monitor competitor pages and get instant email alerts when pricing, messaging, or content changes are detected.	None
Messaging (Telegram)	Daily Action Brief to Telegram	Get a daily action item and brief from your KB delivered straight to your Telegram DM.	Telegram
Messaging (Telegram)	Weekly Brand Monitor Digest to Telegram	Run a brand monitor analysis and send the summary to your Telegram DM weekly.	Telegram
Messaging (Telegram)	Daily Research Summary to Telegram	Run web research on a topic and send a concise summary to your Telegram DM daily.	Telegram

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