Strategy
8 min read

How to Send Mass Cold Emails From Offer to Response

Learn how to send mass cold emails with verified buyer fit, domain and warm-up checks, a conditional drip sequence, reply handling, and useful measurement.
Editorial illustration of selected company profiles passing through a letterpress into a purposeful conversation.
Written by
Vikas Jha
Last updated
October 30, 2026

Mass cold email is a repeatable campaign to start relevant conversations with selected buyers. It begins with a useful offer and a verified list of people who fit. A short sequence, working sender setup and an owner for each response turn those decisions into a campaign. Sending the same message to a large database does not give people a stronger reason to answer.

In short: This guide moves from offer and buyer fit to list, a conditional drip sequence, launch, replies and measurement. In parallel, set up and test the sending domain, mailbox and opt-out path, then introduce volume gradually while watching failures. The goal is relevant conversations and useful evidence for the next campaign, not a larger send count.

Before the steps: what counts as mass cold email?

A cold email is a business message to someone with whom you do not yet have a direct email conversation. “Mass” describes a repeatable process sent to many selected people. It does not require identical copy or a single send to the whole list.

For B2B outreach, the unit to manage is usually the eligible account and intended buyer, not the number of addresses a tool can upload. Each contact needs a reason to be on the list, a permitted route, one assigned owner and a clear next action. A campaign can be small and still use this process.

The order matters. If the offer cannot explain a useful buyer change, a larger list only scales an unclear proposition. If the list is wrong, polished copy will make the wrong ask more fluently. If replies have no owner, a positive response may be lost after the sending tool reports success.

Step 1: Define the offer and the buyer change

Why this comes first

Before prospecting, write down what you actually provide. Name the service or product, the part of the buyer's work it changes, and the first useful step you can offer. “We help companies grow” is too broad to determine a buyer, a list or an email.

Use four fields to build the campaign argument:

FieldQuestion to answerWhat acceptable evidence looks like
Current stateWhat does this buyer do today, and where might work slow down?A buyer statement, public workflow clue or a clearly labeled hypothesis to verify
Desired stateWhat would a better workflow allow the buyer to do?A concrete work change, not a guaranteed result
BridgeHow does the offer plausibly move from current to desired state?Actual product capability, deliverable or service step
Value differenceWhy would the change matter enough to discuss?Time, cost, risk or quality unit with a real baseline when quantified; otherwise a qualitative reason

For example, a team that sells a lead-handoff review could examine whether sales knows who owns each new inquiry and when the first follow-up happened. The pre-state is an uncertain handoff. The post-state is a documented owner and next action.

The bridge is the review and its recommendations. The possible value difference is that a documented owner and next action make an unassigned inquiry easier to spot and act on. This is a reason to investigate, not a measured saving.

This is a hypothetical teaching example, not a claim that a named customer improved a metric.

In this example, the first email checks whether the handoff is in the recipient's remit. The first follow-up offers the prepared four-check checklist if the contact remains eligible.

Neither email can truthfully promise a percentage lift without relevant evidence, a comparable baseline and a defined period. If the buyer's workflow is unknown, ask whether the issue is relevant rather than asserting that it exists.

Write one campaign sentence before building the list: “For [specific buyer] facing [supported or testable situation], we offer [real mechanism] so they can [plausible change]; the first useful step is [small action].” Keep evidence, hypotheses, targets and observed outcomes separate in the working brief.

Complete this short offer brief before a contact is added:

  • Buyer task and existing alternative: What work is the buyer trying to finish, and how do they handle it now?
  • Current friction and evidence: What was observed, by whom and when? If unconfirmed, write “hypothesis” and frame it as a question.
  • Desired change and bridge: What would change in the workflow, and which real part of the offer can cause that change? Note what the offer cannot do.
  • Value and proof: What unit would matter, such as time per inquiry or missed handoffs? Record a comparable baseline and period before making a number claim. Otherwise describe the benefit qualitatively and mark the proof still needed.
  • First step: What small resource, answer or check can the buyer reasonably accept without committing to a sale?

For the handoff-review example, the resulting inclusion rule is: select only companies with an identifiable inquiry-to-sales transfer and a person responsible for that transfer. A visible transfer is a fit clue. It does not establish that the transfer is broken.

Step 2: Choose the companies and people who fit

Separate company fit from person fit

An ideal customer profile describes companies for which the offer may be relevant and deliverable. A persona describes the person's responsibility there. Neither is simply a job title or company-size filter.

Start with the conditions the offer requires. A handoff review needs an identifiable transfer of inquiries to sales; a company with no such transfer may be a poor fit.

For each fitting company, ask three separate questions:

  • Who experiences or notices the handoff issue?
  • Who owns the transfer process?
  • Who can approve a next step?

A marketing operations lead and a revenue leader may care about the same handoff for different reasons. The message should reflect the responsibility you can verify.

Company maturity and role intersect. An early team may have one person handling inquiries; a larger team may have several owners and a CRM workflow.

Use those dimensions together when they change the message. If a person appears in two segment views, keep one contact record and one initial route.

CheckRecord before outreachWhy it matters
Company fitIndustry, business model, relevant workflow and reason to includeKeeps the offer connected to real work
Person fitName, current responsibility, decision role and evidence datePrevents a generic title guess from becoming a claim
Message evidenceExact observation, approved source, date and uncertaintyKeeps personalization truthful

What to watch for

A visible workflow is a fit clue, not evidence that it is broken. A job title is a starting point for research, not proof of responsibility. If neither the buyer's remit nor the reason to contact them can be supported, hold that person out of the campaign.

Step 3: Build and screen the contact list

Give each record a reason and a route

The database needs to connect the company and person decisions from Step 2 to a usable contact route. Record these fields before outreach:

CheckRecord before outreachWhy it matters
Contact routeWork address, source, validation status and stated contact instructionSeparates a usable address from permission or preference
Campaign controlAccount/contact ID, owner, segment, sequence version, prior contact and suppression statusPrevents duplicate sends and conflicting follow-ups

Discovery, enrichment, validation and review are different jobs:

  • A directory may help find a company.
  • A current professional profile may help identify a responsible person.
  • An address tool may suggest an email; validation may detect a malformed or undeliverable one.

None proves that the person wants the pitch. Check source dates and the buyer's actual remit before sending.

Build the first usable database in this order:

  1. Find candidate companies. Apply the company-fit rules from the offer brief. Save the source and date.
  2. Find a responsible person. Check their remit on a current company page or professional profile. If two people could own the issue, choose one initial route and record why.
  3. Validate the route. Store address source and validation separately from the fit reason. Check for a stated supplier or contact route.
  4. Deduplicate and suppress. Compare account and contact IDs with earlier campaigns, refusals, unsubscribes and active conversations. Assign one owner and one sequence version.
  5. Review a sample row. Can a person point to fit, route, source date and a truthful opening? Missing required facts mean Hold. A refusal or opt-out means Stop.

Exclude and hold records before sending

Exclude duplicates, previous refusals, unsubscribed contacts, inappropriate addresses and records with no clear buyer reason. If a company requires a supplier form or procurement route, use it. A verified address does not override an explicit instruction.

Example: a record that passes the fit check

This is an illustrative record, not a real prospect. A service company's current demo-request page says its sales team responds to requests. Its site names an operations lead responsible for inquiry routing.

The campaign record keeps the page URL and date, a validated work address, one owner and the absence of a recorded refusal or required supplier form. Whether the company loses inquiries is unknown.

The record can enter the operations-owner segment because the route and responsibility are supported. It licenses the specific opening in the first email below. It does not license “Your team loses leads at handoff.”

If the person's remit or route cannot be verified, mark the record Hold. Do not fill the gap with a guess.

Alore's email verification tool comparison can help with the address check. Keep the reason, owner, source and stop status together in the campaign record.

Step 4: Set up the sending system and introduce volume carefully

Do this while building the list and messages. A sender can have good copy and still fail because authentication, replies or opt-outs do not work. The two tracks meet at one launch gate: eligible records, approved messages, a tested sending path and a named person ready to respond.

Choose a sending identity buyers can recognize

Start with a real person, company and domain that agree with the business you represent. Use a mailbox that can receive replies. If a branded subdomain or a separate domain is needed to manage a distinct mail stream, document its owner, purpose and relationship to the company.

A second domain is not a shield that guarantees delivery or protects the main domain. A lookalike domain can also confuse buyers. Do not add domains merely to spread volume, bypass provider restrictions or contact someone who has refused.

Configure the technical path before warming it up

Have the mail administrator use the sending provider's instructions for the exact domain and tool. Then send test messages and inspect the results, rather than assuming a DNS record alone proves the setup works.

Part to checkWhat to configure or verifyEvidence before launch
Domain authenticationAuthorize the sending service in SPF, enable DKIM signing and publish an appropriate DMARC policy for the From domainA test message's authentication results pass and the authenticated domain aligns with the visible From domain
Mailbox and reply routeUse an active sender mailbox; confirm the Reply-To address, inbound delivery and a watched owner or fallback queueA test recipient replies and a person receives the message in the intended queue
Links and message fieldsResolve name fields, review any tracking or resource link, and avoid a misleading sender or subjectTest copies show the right recipient details, working destinations and truthful identity
Commercial controlsAdd the required footer and opt-out route; connect suppression across imports and sequencesA test opt-out stops later sends and remains suppressed after a list refresh
Provider and tool permissionsCheck the mailbox provider's sending policy and the tool's actual rate and failure controlsThe intended route is permitted, and rejects, deferrals and bounces are visible to an owner

SPF identifies authorized sending sources, DKIM signs messages, and DMARC checks whether authenticated domains align with the visible From domain. A passing SPF or DKIM result can still fail DMARC alignment, as Microsoft's authentication guide explains.

If your organization also sends receipts, support mail or newsletters, inventory those senders before changing DNS. A rushed record change could affect mail outside this campaign.

Check recipient and US commercial-mail rules

Apply the rules to the actual sender, recipient provider and message type:

  • Gmail recipients: Google's sender guidelines set requirements for mail to personal Gmail accounts. Higher-volume senders face additional DMARC and applicable one-click unsubscribe requirements. Its thresholds are compliance triggers, not safe daily targets.
  • Yahoo recipients: Yahoo's sender practices distinguish all senders from bulk senders and include authentication and unsubscribe expectations. Check the applicable tier rather than copying Gmail's thresholds.
  • US commercial email: The FTC's CAN-SPAM guide applies to B2B messages too. Use accurate sender and subject information, identify the message as an ad where required, include the required postal address and opt-out route, and honor opt-outs within the required period. Configure these in the sending system before using any sample email below.
  • Mailbox provider: Microsoft's outbound spam guidance says bulk sending through Microsoft 365 is unsupported and handled on a best effort basis. A drip tool's ability to queue messages does not mean the mailbox provider permits the campaign.

Google also advises against sending to people who did not sign up because they may report it as spam. For this B2B workflow, verify a business contact route. Do not assume that CAN-SPAM compliance makes an unrequested message to a personal Gmail account acceptable under Google's guidance.

Warm up by testing and gradually introducing real traffic

Here, warm-up means introducing a new or materially changed sending setup to a small, legitimate volume, checking what actually happens, and increasing only when the path remains healthy. It is a monitored rollout, not a fixed ritual that makes cold mail welcome.

  1. Prove the setup first. Send from the actual mailbox to test accounts. Inspect authentication results, sender identity, links, reply routing and the opt-out route.
  2. Release a small eligible batch. Use contacts that passed Steps 2 and 3 and a volume the team can inspect and answer. Keep a steady sending pattern rather than a sudden burst.
  3. Read the signals. Check SMTP rejections and deferrals, hard bounces, complaints, opt-outs, real replies and any available provider reputation data. Separate a mailbox or DNS fault from a poor list or unwanted message.
  4. Decide before increasing. If authentication fails, many addresses bounce, mail is deferred or complaints rise, hold or reduce volume and fix the cause. If the path is stable and the team can respond, increase gradually within provider policy, then check again.

Use a short rollout record so the next decision is based on this sender's evidence:

  • Sender and baseline: Domain, mailbox, provider and recent sending history.
  • First batch: Eligible contacts selected, planned send window, and a size the named owner can review and answer within provider policy.
  • Review point: Owner and time to inspect authentication, rejections, deferrals, hard bounces, complaints, opt-outs and actual replies.
  • Decision: Hold and repair, continue at the current level, or increase gradually. Record the observed reason and the next review point.

Google advises consistent sending, gradual increases and monitoring, especially after infrastructure changes. It does not prescribe a universal warm-up period or daily volume ladder.

That pacing advice is a delivery practice, not permission to email an unsolicited list. Check both provider policy and the route for this campaign; compliance with US commercial-mail law alone does not establish provider acceptance.

A warm-up service's automated conversations are not buyer replies or proof of inbox placement. Keep them out of campaign results.

Common mistake: Adding alternate domains or mailboxes to make an unsuitable list appear scalable. More routes create more identities and suppression paths to manage. None fixes weak buyer fit, a refused contact or a provider policy problem.

Alore's deliverability troubleshooting article covers the diagnosis in more detail. Use current provider guidance for the actual requirements.

Step 5: Build a conditional drip sequence, then write each email

Give each touch a different job

Choose one ICP, one offer and one primary buyer change for a sequence. A cold outreach drip is a planned series whose next email depends on both a wait and the contact's current state. The timer alone should never decide to send.

Each message needs its own job. The initial email establishes relevance and makes a small ask; a follow-up adds a new reason or useful resource rather than repeating “checking in.” The example below has one initial email and up to two follow-ups, with two alternative first-email openings for different verified roles.

TouchJob and approved factSubject and new materialWait decision and askStop or branch
InitialTest whether the buyer recognizes the handoff question; use verified context or a clearly framed hypothesisLead handoff ownership; state the offer and one small reason to engageSend only after list and sender gates pass; ask if the process is in their remitRoute any human reply to the owner
Follow-up 1Give a diagnostic the buyer can use; no claim that their process failedSame thread; four-check handoff diagnostic, with the actual one-page checklist ready to sendWait until the owner can handle replies and no earlier reply is pending; ask if the checklist would helpSend requested material, then pause automation
Follow-up 2, only if justifiedHelp the buyer distinguish a relevant handoff routeSame thread; a new question about which inquiry type owns the transferSend only after a reviewed interval, with no reply, refusal, bounce or provider issue; ask who owns that routeStop if there is no new value or a refusal

The table is a planning example, not a prescribed number of touches or waiting period. Set a review date after each send based on buyer context, any agreed date, response capacity and provider rules.

Turn the plan into tool rules

Write the automation as decisions a teammate can test:

  1. Entry: Add one eligible contact only after fit, route and suppression checks pass. Record the account owner, approved sequence version and first-email variant. Do not enrol the same person through a second segment.
  2. Initial send: Send from the tested mailbox. If the provider rejects the message or the address hard-bounces, stop that route; do not start a no-reply timer as though the email was delivered.
  3. Waiting state: Start the review interval only after the initial send is accepted by the provider, without treating acceptance as inbox placement. Before every later send, recheck reply, refusal, opt-out, bounce, complaint, meeting, buyer-requested date and owner hold.
  4. Branch: Before releasing a queued follow-up, apply the event rules below. Only a still-eligible no-reply contact can receive the next distinct message.
  5. Exit: After the last justified touch, mark the sequence complete without buyer action. Do not silently restart it in another tool, domain or campaign.

At the branch gate:

  • Human reply: Pause automation and assign the exact message to the owner.
  • Automatic reply: Hold the next touch for classification; do not count buyer interest. Record a return date or alternate-route instruction if present. Resume only after the owner's decision and a fresh eligibility check.
  • Opt-out or refusal: Stop and suppress across the relevant system.
  • Bounce, complaint or provider problem: Hold or stop the affected route and diagnose it before another send.

Test these transitions with controlled records before launch: a human reply shortly before a queued follow-up, an out-of-office reply, an opt-out, a hard bounce, a duplicate import and an unavailable owner.

The pass condition is visible state and no unintended next email, not a checked box in the interface. Alore's drip campaign guide explains this entry-to-exit logic in depth.

Set conditional review dates and stop rules

For example, a team might schedule a tentative three-business-day review after the first send and a tentative five-business-day review after the next. On each date, the owner checks replies, pending requests, delivery failures and provider restrictions before releasing another touch.

These are workflow placeholders, not tested response optima or automatic send dates.

Use these gates before each follow-up:

  • A buyer-requested date takes precedence over the planned review date.
  • A human reply pauses the no-reply sequence; a refusal stops it.
  • A bounce, complaint or provider problem pauses the affected route for diagnosis.
  • A new message must add value. Silence does not justify an indefinite sequence or another channel after a stop.

Use calendar days only if they fit the buyer's working context and your response coverage.

Decide whether the sequence needs more than three touches

The three-touch example is complete if it tests the central handoff question, offers the diagnostic and closes with a distinct route question. Add another touch only if the buyer can learn something new and the contact remains eligible. Possible later jobs for the same offer include:

  • A different, relevant point of friction within the same workflow.
  • The economics of the issue, using a real baseline or a clearly labeled way to estimate one.
  • Comparable proof or a specific use case that actually matches the buyer.
  • A plausible implementation objection with a truthful answer.
  • A polite close that ends the sequence rather than demanding a reply.

These are options, not extra emails to schedule automatically. A fixed touch count or alternate-day cadence is only a plan to test, not a general response optimum. If the next job is weak, stop earlier.

Alore's cold email follow-up sequence guide shows a complete six-touch argument map with conditional timing and stop rules.

Prepare the resource before promising it

For this illustrative offer, the promised one-page handoff checklist should contain four checks that a buyer can actually use:

  1. Where does each type of new inquiry enter the team?
  2. Who owns it at each transfer, and where is that owner recorded?
  3. What is the next action and when should it be revisited?
  4. Who handles an unassigned, delayed or returned inquiry?

Prepare the actual one-page version before sending. The checklist is a diagnostic aid, not proof that the buyer has a broken process.

Approve the campaign as one record

Keep one approval record that joins the work before launch. For this teaching example, it needs:

  • Offer and fit: Lead-handoff review with the actual four-check resource; company with an identifiable inquiry-to-sales transfer; person responsible for the transfer or its oversight.
  • Record rule: Source and date, validated route, one account owner and no prior suppression. The illustrative record above is an example of what passes.
  • Sequence and version: Choose the operations or leadership opening once, followed by the same two emails only while relevant. Record the approved version ID.
  • Release and response owners: One manager approves sender and row checks; one named person answers replies, sends the real resource and stops automation.
  • Review rule: A fixed cutoff, assigned-contact denominator and a specific next decision.

Replace these example values with the team's approved facts. A missing owner, resource or stop rule means the campaign is still a draft.

Four short messages built from one campaign argument

These are illustrative drafts for the handoff-review offer above. The first operations email uses the fictional record's demo-request fact. A real sender must verify and rewrite that line for the actual recipient.

Before using a card, replace every bracketed field with a verified fact or remove the line. Prepare the checklist before offering it. The sending platform must add the approved commercial footer and opt-out path.

Each Copy control copies only the subject and body shown in its card.

The opener uses the fictional record's public-route evidence and asks a question. It does not allege a broken handoff. The CTA checks ownership before offering a resource.

For a real contact, verify the site wording and person's remit. If either is unknown, hold the record or write a different supported opening.

This variant changes the decision lens from day-to-day process to management visibility. It keeps the same subject so the follow-ups can stay in the same thread.

It still offers the same review and makes no claim about the buyer's current results. Do not send both variants to the same person.

The follow-up adds the actual diagnostic method. It should stay in the same thread where the sending system supports that safely, and the subject should match the real preceding conversation. If the first message bounced or the buyer replied, do not send it automatically.

This final example adds a new decision criterion: different inquiry sources may need different handoff checks. Its question is whether those paths are reviewed separately.

The optional owner route applies only if the recipient says the issue is outside their remit. Use this email only if the contact remains eligible and the distinction is relevant. Silence does not justify an indefinite sequence.

Step 6: Run the preflight and launch a controlled batch

Check one real path from send to response

The preflight is a decision, not a ceremony. Check one real record and each sequence path: send, reply, failure, refusal and later request. The campaign owner then approves the audience, message version and available response capacity.

  • Record check: Current company and role fit, verified address, source/date, no duplicate owner or suppression, and an actual reason to contact.
  • Message check: Subject and body match the offer, all fields resolve, claims are supported, resource exists, CTA fits the recipient, commercial identification is handled where required, and footer/opt-out work.
  • System check: Authentication and provider policy, test delivery, reply inbox, stop-on-reply behavior, bounce/complaint handling and a named human owner.
  • Capacity check: Someone can answer requests, send promised resources, update records and pause or stop the campaign when a problem appears.

Release only what the team can handle

Start with a volume your team can inspect and support. Review failures and replies before expanding. The practical ceiling is the lower of what your provider permits and what the team can review, suppress and answer.

A send count alone says little about eligibility or usefulness. Alore's introductory outreach guide covers the basics of getting started.

Step 7: Handle each response before scoring the campaign

Route the response to a person

The no-reply sequence should stop when a person writes back. Classify the actual message, give it an owner and answer what was asked. An information request is not a booked opportunity.

Response or eventImmediate owner actionWhat to record
Asks for informationAnswer the question and send only the promised material; do not mark the request as qualified interestRequested information, response date and next owner action
Expresses interest or accepts a conversationConfirm the specific need and agreed next step without forcing a new pitchBuyer need, agreed action and qualification status
Neutral question or objectionClarify without forcing a meeting; pause automationQuestion, evidence needed, next owner action
“Later”Confirm the date or condition; do not keep sending the old sequenceRequested timing and recontact instruction
ReferralVerify the right person and route before contact; do not treat the referral as universal consentReferrer, referred role, route and verification
No fit, refusal or opt-outStop and suppress across the relevant systemStop reason, date and suppression status
Automated replyHold the next touch; review any return date or alternate route before a recorded resume decisionAvailability or alternate route, owner decision and date; no inflated human-reply count
Bounce, complaint or provider rejectionStop that route and diagnose list or sending problem before further volumeFailure type, affected records and correction owner

Keep a checkable response record

Use a shared reply tracker with two groups of fields:

  • Identity and message: Contact/account ID, message version, send date and response type.
  • Action and status: Owner, action due, outcome and suppression status.

Keep the source message so anyone can verify the label. A reply is a conversation event, not necessarily a qualified opportunity.

Step 8: Measure the cohort and choose one next change

Fix the denominator before launch

Freeze the assigned eligible contact cohort after list and suppression checks, before the first send. Keep rows held or excluded before assignment in a separate count.

Record the observation cutoff before launch. If an assigned contact has not received an attempt by then, show it as pending. Do not quietly remove it from the denominator.

Count these events separately:

  • Delivery and access: attempted contacts, provider rejections and hard bounces.
  • Human response: replies, information requests, accepted conversations and qualified opportunities.
  • Stop signals: opt-outs and complaints.

For contact outcomes, use assigned eligible contacts as the denominator and keep bounced contacts in it. Define “qualified” before launch. Provider acceptance does not prove inbox placement.

Worked example: 24 assigned contacts

This is a fictional arithmetic example, not a benchmark. Thirty candidate rows are screened; six are held or excluded before assignment. The remaining 24 contacts receive an initial attempt.

The team chooses an illustrative 15-business-day observation window and checks each response at the stated cutoff. Here is its record:

Cohort or eventCountWhat it means
Candidate rows30Starting pool, not the outcome denominator
Held or excluded before assignment6Missing fit/route facts, duplicates or suppression; not sent
Eligible assigned and attempted24Fixed contact-outcome denominator
Hard-bounce reports2Still in the 24 assigned contacts; diagnose address source
Unique human replies3Two say the issue is outside their remit; one requests the checklist
Accepted conversations0The checklist request is not a meeting or qualified opportunity

The human-reply share is 3 ÷ 24 = 12.5% for this cohort and window. The checklist-request share is 1 ÷ 24 ≈ 4.2%. Neither number says the campaign is good or bad. The 22 contacts without a reported hard bounce are not proven to have seen the email.

Diagnose the observed problem before changing copy

In this example, two replies say the issue is outside the person's remit. Inspect those records and tighten the responsibility evidence before assigning a comparable next group. Investigate the two bounces separately.

Rewriting the subject line or increasing volume would not address the observed routing problem. This small example cannot establish that revised targeting will improve results; review the next group with the same definitions.

Use the signal to pick the next investigation:

  • Many bounces: Inspect address source and validation.
  • Wrong-remit replies: Revisit persona selection and routing.
  • Checklist requests without conversation: Examine the next step and resource value.
  • Provider rejections: Repair the technical condition before rewriting the offer.

What the numbers cannot prove

An open rate does not prove attention; a reply rate does not prove buyer fit; a small test does not establish causation. Compare like segments, note pending follow-ups and distinguish observed results from targets.

After each review, ask: Which part of the offer, list, message, sending path or reply process has evidence of a problem, and what one change will we test next?

Mass cold email becomes manageable when every contact has a reason, every email has a job and every response changes the plan. The aim is a repeatable way to start relevant conversations, not a larger number beside “sent.”

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