State of AI Search 2026: the new visibility gap.Download report
A head of marketing walking her team through pipeline results on a wall screen in a sunlit Austin office.

Erlin for Marketing & GTM teams

Get more revenue from your marketing

Help more buyers find you, turn inquiries into qualified opportunities, and keep deals moving in your CRM. See which sources bring customers and where your team should focus.

Brands turning AI search into customers with Erlin

See all customers
Ecommerce

Getting the brand named in the questions buyers ask AI.

iRESTORE
SaaS

A content engine aimed at searches that end in a demo.

Latent
Law firm

Getting the firm recommended when people ask AI.

Defend My Biz
Ecommerce

Visibility on the formula questions parents ask.

Munchkin
SaaS

Pages that answer the question buyers arrived with.

Thena.ai
Logistics

Organic visibility across UAE delivery searches.

Jeebly
Ecommerce

Visibility on the mattress questions shoppers ask AI.

Nectar Sleep
SaaS

Citations that give AI a reason to recommend it.

TrustEvals.ai
Fintech

Keeping every page current, so it keeps earning.

Jify
Ecommerce

Getting a menswear brand recommended by AI.

Mott & Bow
Ecommerce

Getting a rug brand recommended when shoppers ask AI.

Miss Amara
B2B services

Building visibility on the questions B2B buyers ask.

VCSO
Ecommerce

Helping a hat brand get found when shoppers ask AI.

Hampui Hats
Fintech

Answering how buyers research digital gold.

Safegold
Ecommerce

Getting a fashion label recommended by AI.

Hello Molly

Turn more of your marketing into business

Bring AI visibility, content, lead qualification, and CRM together to help your team attract potential customers and follow through on their interest.

Help more buyers discover you

Find out what customers ask AI and improve your presence with useful content and prioritized opportunities.

ChatGPT

which moisturiser is best for sensitive skin

For sensitive skin, two come up again and again: Rival A for its short ingredient list, and Rival B if you want something lighter for daytime.

Is your brand listed?

Get more qualified inquiries

Answer questions, follow up while buyers are interested, and qualify leads against your business goals.

Emma ClarkeSales · Replies instantlyIntegrations

Does it sync with HubSpot?

Read your integrations page

Yes, both ways. New contacts and deals sync, and you choose the fields.

Great. Can we see it working?

Of course. Do either of these work for a short call?

Thursday, 11 amFriday, 2 pm

See which leads become customers

Keep sources, conversations, and deal progress in your CRM, so your team can follow opportunities through to a sale.

Pipeline12 open
  • Ava MitchellPAGA notice, 120 staffMeetingPartner call, Thu 11 am
  • Marcus DoyleWage and hour auditProposalSend engagement letter · 3 days overdue
  • Priya RaghavanHandbook review, two statesQualifiedBook a first call
  • Renata AlvesMisclassification reviewWonMatter opened
  • Daniel OkaforClass claim, 300 staffNew inquiryAwaiting details

Get considered while buyers research and compare

Buyers can form an opinion before they visit your website. See whether AI recommends your business, how it describes you, and which competitors appear instead.

Explore AI Visibility
Prompt discovery7 new
Suggested for youYour own
PromptIntentVolStage
  • best crm for small business320Compare
  • is a ceramide cream worth it90Purchase
  • how to qualify leads faster170Solution
  • what to look for in an ATS210Fit
  • can i switch crm mid-year60Key event
  • best running shoes for wide feet480Compare
  • do i need a lawyer for a paga claim140Purchase
  • cheapest way to answer inquiries110Solution
  • hubspot vs pipedrive for 10 seats260Compare
  • what is an applicant tracking system390Fit

Prioritize the work that helps more buyers find you

Erlin finds opportunities to improve your presence in AI search and ranks them by effort and impact, so your team knows where to focus.

Explore Opportunities

Create or improve the right content

Find pages that leave buying questions unanswered and topics your website needs to cover.

ChatGPT

which moisturiser is best for sensitive skin

For sensitive skin, two come up again and again: Rival A for its short ingredient list, and Rival B if you want something lighter for daytime.

Is your brand listed?
Opportunity
New ContentPriority 85

“Which moisturiser is best for sensitive skin?”

Your AI visibility50% to 25%
Why it matters

AI doesn’t mention your brand for this question because no page on your site answers it.

No page answers this
Recommended action

Create a comparison page for sensitive-skin moisturisers

Closest page: /collections/moisturisersTechnicalAbout 2 days
Named instead of you
Rival ARival BRival CNamed in 41 answers this month

Create content that helps buyers choose you

Turn opportunities into content that explains your value, answers buying questions, and shows where your products or services fit.

Research and write with your brand in mind

Review the research, shape the outline, and create a draft using your positioning, voice, and product details.

Research Brief
1Research2Review3Write
18top-ranking pages12questions people ask7gaps competitors miss
Keyword to rank for
  • best moisturizer for sensitive skinMatches intent12K · KD 38
  • fragrance-free moisturizerMatches intent6.4K · KD 24
  • moisturizer for eczemaOther intent3.9K · KD 51
Pages to learn from4 of 5 on · + Add URL
  • #1The 12 Best Moisturizers for Sensitive Skinbyrdie.com
  • #2Moisturizers for Sensitive Skin: What to Look Forhealthline.com
  • #3Best Moisturizers, Tested by Dermatologistsallure.com
  • #4Sensitive Skin Moisturizer Guidedermstore.com
  • #5Rival A Hydrating CreamCompetitor product page
People also askCan I use it with retinol?Is fragrance-free better?What do dermatologists use?
Deep analysisBuild brief

Improve the pages you already have

Update missing answers, clarify your message, and review suggested edits before deciding what to publish.

Update Content
/integrations/hubspot

Connect HubSpot in a few clicks. New contacts and deals sync both ways, and you choose which fields to map.

Answers “Does it sync both ways?”Accept 2 editsReview

An outline you approve

Outline
Drag to reorder
  1. 1The short answer: which tool suits which team
  2. 2Pricing for a 40-person team
  3. 3Moving off spreadsheets
  4. 4Integrations: HubSpot, Slack, Google Calendar
  5. 5Questions buyers ask
Approve and writeChange direction

A draft in your voice

Article View
Your expertiseYour voiceApproved claims

PAGA claim defense for California employers

A PAGA notice gives you 33 days to respond. We review the notice, your payroll records and your handbook, then tell you what it could cost and how to answer it, on a fixed fee for the first review.

What happens in the first 33 days

Questions employers ask

Feedback in the editor

Article View
e
SuggestionThe intro takes three sentences to answer.
MK
Make it direct, with our product details.
Revised by Erlin

The best moisturiser for sensitive skin is fragrance-free, with few ingredients. Our Hydrating Cream has six, for $28.

KeepUndo

Publish to your CMS

Publish
WebflowConnected
  • Rival A alternatives for small teamsComparisonPublish
  • HubSpot integrationProduct pagePublished

Answer the questions behind a purchase, on product and service pages, use-case pages, comparisons, guides, and FAQs.

Explore AI Content

Turn website visitors into qualified leads

Give visitors useful answers while they’re interested. Help them explain what they need and take the next step without waiting for your team to reply.

Explore AI Website Chatbot

Answer while they’re interested

Help visitors understand your products, services, pricing, and setup using information from your website, documents, and Brand Memory.

Emma ClarkeSales · Replies instantlyIntegrations

Do you integrate with HubSpot?

Read your integrations page

Yes. New contacts and deals sync both ways, and you choose which fields to map. Setup takes about ten minutes.

From: Integrations · HubSpot guide

Is it included in the Team plan?

It is, along with Slack and Google Calendar. Only the API is on Business.

From: Pricing

Qualify while they browse

Ask relevant questions and qualify inquiries against your business goals, so your team can focus on inquiries that matter.

Jordan EllisClient intake · Replies instantlyServices

We’ve had a PAGA notice. Do you take cases like this?

Read your services page

Yes, PAGA defense is one of our core practices. How many employees do you have in California?

About 120, across two sites.

Graded: qualified · 120 staff, PAGA notice

Thank you. A partner can review it on a first call. Do either of these work?

Thursday, 11 amFriday, 2 pm

Capture inquiries. Book meetings

Collect contact details and help suitable prospects book a conversation. Guide visitors toward a trial or signup when that’s your goal.

Emma ClarkeSales · Replies instantlyPricing

A 40-person rollout is worth a short call. Do either of these work?

Thursday, 11 amFriday, 2 pm

Thursday works. Can my team try it first?

Of course. Here’s a 14-day trial for your workspace, and I’ve sent the invite for Thursday.

Booked · trial started

Follow up while the lead is still interested

Keep conversations moving across email and chat, even when your team is busy or offline.

Explore Lead Qualification · Beta

Respond to new inquiries

Give buyers a timely response and answer follow-up questions, so their interest doesn’t sit waiting in an inbox.

Inbox

Your PAGA notice: what we need before Thursday

Ava Mitchell · HR Director · 3 messages
Jordan Ellis · Client intake

Thanks for your time earlier. So the partner can prepare, could you send the notice and tell us when it was served, and whether you’ve had a payroll audit in the last three years?

Ava Mitchell

Served on 2 September. No audit yet. Notice attached.

PAGA-notice.pdf
Read the attachmentGraded: qualified · response due 5 October
Jordan Ellis · Client intake

That’s everything we need. The partner will walk you through the options on Thursday at 11 am.

Collect the details before the meeting

Ask about needs, requirements, budget, or timeline according to your rules. Gather relevant documents when needed.

1 of 124 in LeadsQualifiedOpen in CRM
Ava MitchellComposeOpen threadRecord details
  • NameAva Mitchell
  • Emailava.mitchell@gmail.com
  • Phone+1 415 555 0142
  • CompanyNorthwind Supply
  • LocationOakland, CA
  • SourceWebsite chat, Google Ads
  • Team size40 to start, three teams
  • TimelineLive before the quarter ends
ListsQ4 rolloutEnterpriseSignals
  • Sent a brief without being asked twice
  • Named a date, not a quarter
  • Comparing against Northline
Created 4 minutes ago by Erlin
OverviewActivityEmails3Chat1Files1
GradeQualifiedFirst reply42 secondsNext stepThu 11 amWhy it qualified
  • Twenty or more employees
  • Based in the UK or the US
  • Live within three months
  • Not an agency or a reseller
  • A budget holder on the thread
Erlin asked who signs off and did not get a name. Still qualified on the other four; the record updates if one joins the thread.
Goal3 of 4
  • Contact captured
  • Brief received
  • Meeting booked
  • Handed to sales
AttachmentTeam-rollout-brief.pdf240 KB, read by Erlin
ActivityView all
  • Inquiry arrived on website chat4 min
  • Graded qualified against five rules4 min
  • Brief received, Team-rollout-brief.pdf3 min
  • Moved to email3 min

Continue without starting again

Keep the conversation and information already shared together, so buyers don’t have to repeat themselves.

yourbrand.com/pricing
Emma ClarkeSales · Replies instantlyPricing
Returning visitor · Ava Mitchell

Hi again. Did you get a chance to look at the 40-seat pricing?

Read the email thread from Tuesday

Yes. For 40 seats you’re past the 25-seat discount, so it’s the lower per-seat rate. I sent the breakdown on Tuesday.

Great. Can the head of ops join the demo?

Of course. I’ve added them to Thursday’s invite.

Ask us anything…

Give sales leads they can follow up on

Agree on what makes an inquiry relevant, then let Erlin apply those criteria and record the reasoning behind each decision.

Define a qualified lead for your business

Set criteria around the customers, use cases, locations, and opportunities your team wants to pursue.

Qualification rules

Trigger

A new inquiry arrives, on any channel
  • Twenty or more employeesMandatory
  • Based in the UK or the USMandatory
  • Wants to be live within three monthsMandatory
  • Not an agency or a resellerMandatory
  • A budget holder is on the threadOptional
Add rule

Understand why each lead qualifies

See the buyer’s answers, requirements, and qualification results before your team gets in touch.

Lead
Ava MitchellWebsite chat · 4 min agoQualifiedAgainst your rules
  • Team sizeAbout 40 people
  • Use caseMoving off spreadsheets
  • TimelineBefore the quarter ends
  • DecisionHead of ops on the thread
  • BudgetNot asked yet
Next: offer a demo this week

Spend less time sorting inquiries

Flag spam and identify poor-fit inquiries. Set when a person should step in and what Erlin can say along the way.

Guardrails
  • Approved claimsActive
  • ComplianceActive
  • LegalReview
  • ProductsActive
  • CompetitorsEscalate to a personReview
  • CustomDiscounts and refunds3 active

Keep opportunities moving in your CRM

Bring lead details, conversations, and deal stages together, so your team knows what needs attention and what should happen next. Manage leads in Erlin or connect the CRM your team already uses, such as HubSpot or Zoho CRM.

Explore AI CRM & Analytics · Beta
Pipeline$437,000 open
All dealsMineNeeds attention
New inquiry3
Daniel Okafor

Class claim, 300 staff

Asked ChatGPT$60,0001 hr
Rosa Iglesias

Contractor misclassification

Website chat$18,0003 hr
JHJordan Hale

Asked about a retainer

Website form$24,0005 hr
Qualified2
Priya Raghavan

Handbook review, two states

Email$9,50028 min
NONina Okoro

Wage and hour question

Asked ChatGPT$12,0002 hr

Keep records up to date

Capture names, contact details, requirements, and conversations as inquiries develop, reducing manual data entry.

See where deals need attention

Track opportunities from new inquiry through qualification, meetings, proposals, and won. Spot deals that need a follow-up.

Give your team the full conversation

Review what the buyer asked, what’s already been discussed, and the agreed next step before taking over.

See which marketing sources bring customers

Compare lead quality and recorded sales outcomes by source, so your team has better information when deciding where to invest its effort. Track identifiable AI referrals alongside other sources, and review AI visibility separately to understand where your brand is being recommended.

Look beyond the number of leads

See which sources bring relevant inquiries and how qualification rates differ, rather than judging every form submission equally.

Sources
Lead qualityProgressWon
SourceInquiriesQualifiedRate
  • ChatGPTAI441636%
  • Organic search381129%
  • PerplexityAI17635%
  • LinkedIn15320%
  • Google Ads10220%

Google Ads brought 10 inquiries and 2 qualified. ChatGPT referrals qualify at 36%, the highest of any source.

Follow progress before the sale closes

See which leads reach a meeting, move to a proposal, or need attention. Understand what’s progressing while longer deals are still open.

Sources
Lead qualityProgressWon
SourceQualifiedMeetingProposal
  • ChatGPTAI1695
  • Organic search1163
  • PerplexityAI632
  • LinkedIn321
  • Google Ads210

9 ChatGPT leads reached a meeting this quarter. 2 proposals have had no reply in a week and need a follow-up.

Connect recorded sales to their sources

Review which opportunities close and where they came from, wherever source information is available.

Sources
Lead qualityProgressWon
SourceWonValueWin rate
  • ChatGPTAI3$64,80019%
  • Organic search2$38,40018%
  • PerplexityAI1$21,60017%
  • LinkedIn1$14,40033%
  • Google Ads0$00%

7 deals won, $139,200 in total. Where the source is recorded, ChatGPT referrals account for $64,800.

Spend less time on the work between inquiry and sale

Let Erlin handle routine responses, qualification questions, and record updates, so your team has more time for conversations that need their expertise.

Answer recurring questions

Give buyers helpful responses grounded in your business information without asking your team to repeat the same explanations.

Gather information through conversation

Collect the details needed to assess an inquiry and prepare for the next step.

Keep the context with the lead

Bring conversations, files, qualification details, and next steps into the record so your team spends less time searching for them.

Keep your brand consistent from content to conversations

Brand Memory gives Erlin your positioning, product knowledge, and business guidance, so your team spends less time repeating instructions.

Explore Brand Memory

Explain your business clearly

Use the same product details and positioning in the content you publish and the answers buyers receive.

Brand MemoryProduct
Your services
What it does

Employer-side employment law for California companies: PAGA and class claims, wage and hour, handbooks and advice.

Who it’s forEmployers of 50 to 500HR and people teamsFounders and COOsWhere it fits
  • vs large firmsPartner-led from the first call, fixed-fee first review
  • vs outsourced HRLitigation experience when a claim is filed
  • vs Rival ACalifornia only, so every answer is local law
Fixed-fee review · retainers · litigation

Erlin learns from your feedback

Save corrections and preferences so future content reflects what you’ve already taught Erlin.

Brand Memory12 learned
Learned from your feedback
  • Say “fragrance-free”, never “unscented”.MK’s feedback on “The best moisturizers for sensitive skin” · Just nowUsed in every draft from now on
  • Give the price when naming a product.JL’s edit on “Retinol and moisturizer guide” · 2 days ago
  • Don’t promise results in a set number of weeks.MK’s feedback on “Barrier Balm” · Last week
  • Mention dermatologist testing once, not in every section.SR’s feedback on “Winter routine” · Last week
  • Use “you”, not “users” or “customers”.JL’s edit on “Fragrance-free guide” · 2 weeks ago

Keep your team in control

Set approved claims, qualification rules, and boundaries. Decide which questions and commitments need a person.

Brand MemoryGuidance
Your boundariesApproved claims
  • Set up in a day for most teams
  • SOC 2 Type II
  • Two-way HubSpot sync
Topics to avoidRoadmap datesCustom discountsCompetitor pricingBring in a person when
  • The deal is over 100 seats
  • They ask about security reviews
  • They ask for a person

Work with the tools your team already uses

Connect your website, CMS, inboxes, calendars, and CRM to keep information available as buyers move from research to inquiry.

Publish your content

  • WordPress
  • Webflow
  • Framer (coming soon)
  • Shopify (coming soon)
  • Contentful (coming soon)
  • Ghost (coming soon)

Connect conversations and bookings

  • Gmail
  • Outlook
  • Telegram
  • Calendly
  • Cal.com
  • Google Calendar

Keep sales and marketing informed

  • HubSpot
  • Zoho CRM
  • Slack
  • Zapier

Frequently asked questions

How does Erlin help us get more revenue from marketing?

Erlin helps buyers discover your business, answers their questions, qualifies inquiries, and supports follow-up. Its CRM keeps opportunities and recorded outcomes together, helping your team manage the interest your marketing generates and understand which sources bring customers.

What does the suite include?

Erlin brings together AI visibility tracking, opportunities and actions, content creation, a website chatbot, lead qualification, and CRM with analytics. Brand Memory provides shared business knowledge and guidance across the suite.

Can Erlin help us get recommended in AI search?

Erlin shows what buyers ask, how your brand appears in the answers, and which competitors and sources are mentioned. It identifies opportunities to improve your content and presence, helping your team work toward greater visibility.

Does Erlin only qualify leads from AI search?

No. Erlin can qualify inquiries from connected channels such as website chat, email, forms, and supported ad sources. Your business rules determine what qualifies, regardless of where the inquiry started.

Can marketing and sales agree on the qualification criteria?

Yes. Set the questions and criteria that matter to both teams, such as use case, company size, location, budget, or timeline. Erlin records the information and reasoning behind its decisions.

Can we use different goals for different inquiries?

You can set goals such as booking a demo or meeting, collecting requirements, or guiding a prospect toward a trial or signup. Define when your team should get involved.

Does Erlin follow up outside working hours?

Yes. Erlin can respond and continue conversations across connected email and chat channels when your team is busy or offline.

Can our team take over?

Yes. Set handoff rules or step in when needed. Your team can review the conversation and collected information before responding.

Does Erlin include a CRM?

Yes. Erlin’s CRM brings lead records, qualification details, conversations, and deal stages together. AI CRM & Analytics is currently in beta.

Do we need to replace our existing CRM?

No. Manage leads in Erlin or connect the CRM your team already uses, such as HubSpot or Zoho CRM.

Can we see progress before deals close?

Yes. Use qualification results and CRM stages to see which inquiries become relevant opportunities, reach meetings, and move toward a decision. These show progress while sales outcomes are still developing.

Can Erlin show which sources bring customers?

Erlin connects recorded source information with qualification results and CRM outcomes. This helps you compare which sources bring leads that progress and close.

Does Erlin measure our complete marketing ROI?

Erlin provides lead, source, and sales information that can support an ROI assessment. A complete calculation also needs your marketing costs, margins, and an appropriate measurement period. Not every influence on a purchase can be attributed.

Can every AI-influenced sale be tracked?

No. Some buyers discover you through AI and return through another channel. Erlin tracks identifiable referrals and recorded sources, while visibility data shows how your brand appears in the answers you monitor.

Turn more of your marketing leads into customers

Help buyers find you, follow up while they’re interested, and give your team qualified opportunities to move forward in your CRM.

Book a demo (opens in a new tab)
A business owner and marketing strategist reviewing a plan together.