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Guide · Strategy · 16 min read

Pharma Digital Marketing: The Complete Guide

Reach doctors and KOLs within the rules — product launches, HCP outreach, and digital campaigns built for pharma compliance.

Pharma digital marketing guide: product launches, HCP and KOL outreach, regulatory compliance, and digital campaigns for pharmaceutical companies.

Pharma Digital Marketing: The Complete Guide cover

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This pharma marketing guide is for brand managers, marketing heads and medical affairs teams at pharmaceutical companies — from mid-sized Indian generics firms to speciality and export-focused manufacturers — who want to build a digital programme that doctors actually use and that regulators will not question. Pharmaceutical digital marketing differs from every other kind of healthcare marketing because the rules decide much of the strategy before creativity even starts.

You will learn how to choose channels for healthcare professional (HCP) outreach, work with key opinion leaders without crossing into inducement, plan a product launch, build a review process that keeps content compliant in India, the US, the UK and the EU, and measure return in a way finance will accept. We describe the main regulatory frameworks in general terms; they change, and their application to your products depends on specifics, so treat this as a briefing and confirm details with your regulatory affairs team and legal counsel.

The Pharma Marketing Landscape

Pharma marketing has shifted from a model built almost entirely on medical representatives visiting clinics to a mixed model where reps, digital channels and medical affairs work together. Doctors are busier, many hospitals restrict rep access, and HCPs increasingly look things up themselves on their phones between patients. A pharma marketing strategy that ignores digital now leaves gaps that competitors fill.

Who you are marketing to

  • Prescribers: general physicians, specialists, and in some markets nurse prescribers and pharmacists.
  • Influencers of prescribing: KOLs, hospital formulary committees, department heads and guideline authors.
  • Trade: stockists, distributors, chemists and hospital pharmacies.
  • Patients and the public: for OTC products, disease awareness and adherence programmes — but not for prescription brand promotion in most markets.

Each audience has different rules. Promotion of prescription medicines to the public is restricted or banned in India, the UK and the EU; the US and New Zealand are the main exceptions that allow direct-to-consumer advertising of prescription drugs, under strict conditions.

What has changed in India

The Uniform Code for Pharmaceutical Marketing Practices 2024 (UCPMP 2024), issued by the Department of Pharmaceuticals, tightened expectations around gifts, travel, hospitality, samples and continuing medical education, and requires companies to set up internal ethics committees and handle complaints. Brand teams that relied on hospitality-led engagement now need value delivered through information, education and service instead. Digital channels fit that requirement well.

What a modern pharma marketing mix looks like

ComponentRole
Field forceRelationships, detailing, sampling within the rules
HCP digitalPortals, email, webinars, LinkedIn, medical content
Medical affairsScientific exchange, KOL relationships, publications
Patient supportAdherence, education, helplines (non-promotional)
Trade marketingAvailability, schemes within law, chemist engagement

The rest of this guide covers how to build the digital parts so they reinforce the field force instead of competing with it. For sector context, see our pharmaceutical industry page.

Digital Channels for Pharma

Choosing channels in pharmaceutical digital marketing is mostly about matching the channel to the audience and to what you are legally allowed to say there. A channel that works brilliantly for an OTC brand can be off limits for a prescription brand.

Channels for HCP audiences

  • HCP portal or gated website: product information, prescribing information, clinical summaries, CME content. Gate prescription product content behind HCP verification where local rules require it.
  • Email: opt-in medical newsletters and launch updates to HCPs who have given consent. India's Digital Personal Data Protection Act 2023 makes consent and purpose limitation central, and GDPR applies for EU contacts.
  • LinkedIn: good for reaching specialists, hospital administrators and KOLs, and for corporate and scientific content. LinkedIn ads can target by job title and industry, though promotional rules still apply to the content.
  • Webinars and virtual CME: high value when the faculty and topic are credible and the content is educational rather than promotional.
  • WhatsApp and messaging: widely used by doctors in India and the Gulf. Use only with documented opt-in, keep messages informative, and route medical queries to medical information teams.
  • Medical publishers and HCP networks: sponsored content and display ads on platforms that verify healthcare professionals.

Channels for public and patient audiences

  • Disease awareness websites and campaigns (unbranded, educational).
  • Search ads for OTC products and disease awareness, within Google's healthcare and medicines policies, which vary by country and may require certification.
  • Patient support programme pages explaining how to enrol.

Choosing your mix

Start with one owned channel (HCP portal or website), one direct channel (email or WhatsApp with consent) and one reach channel (LinkedIn or HCP network ads). Add webinars once you have the content and faculty to sustain them. Resist launching on every platform at once; each channel needs medical-legal review and someone to manage responses.

What to avoid

Running prescription product ads on open social platforms visible to the public. Buying doctor databases of unclear origin. Messaging HCPs who have not opted in. Each of these creates compliance risk out of proportion to any reach it buys.

Doctor & HCP Outreach

HCP outreach succeeds when it saves doctors time. Specialists see a steady flow of promotional material; the brands they remember are the ones that answer a clinical question quickly, offer a useful tool, or make patient education easier.

Segment before you send

Build HCP segments around:

  • Speciality and sub-speciality.
  • Practice setting: corporate hospital, nursing home, standalone clinic, government.
  • Geography and language.
  • Current relationship: prescriber, aware non-prescriber, unaware.
  • Channel preference recorded by the field force.

Even three or four segments make content far more relevant than one blast to everyone.

Content doctors find useful

  • Concise clinical summaries of new evidence with references.
  • Dosing calculators, interaction checkers and guideline quick-reference cards, subject to medical review.
  • Patient education material in regional languages that the doctor can hand out (non-promotional, brand-light).
  • Case-based discussions led by peers.

Orchestrating field and digital

The strongest programmes coordinate rep visits with digital touchpoints. A typical sequence:

  1. Rep introduces a new study during a visit.
  2. Doctor receives an email summary with the reference and a link to the full paper.
  3. Two weeks later, an invitation to a webinar with a respected specialist.
  4. Rep follows up on any questions, with medical information handling off-label queries.

Record each interaction in a CRM so reps and digital teams see the same history. Remote detailing (video calls with reps) suits doctors in smaller towns where visits are infrequent.

Compliance guardrails

UCPMP 2024 sets limits on gifts, samples and hospitality to HCPs, and requires that promotional claims be balanced, accurate and supported by evidence. Keep a record of every promotional item and the approval behind it. Off-label questions must be referred to medical affairs rather than answered by marketing or sales.

What to measure

Opt-in rate, open and click rates by segment, webinar attendance and repeat attendance, content downloads, and — where you can link it ethically and lawfully — changes in prescription trends in engaged segments versus comparable non-engaged ones.

KOL Engagement

A key opinion leader (KOL) is a clinician whose views shape how peers treat a condition: guideline authors, department heads at teaching hospitals, prolific researchers, and increasingly doctors with strong professional followings online. KOLs matter because doctors trust peers far more than brands.

Identify the right KOLs

Map KOLs by evidence, not by who the sales team knows best:

  • Publications and trial involvement in your therapy area.
  • Speaking roles at national and regional conferences.
  • Guideline committee membership.
  • Influence within hospitals or associations.
  • Digital reach among peers (LinkedIn, medical communities), weighed against credibility.

Group them into national, regional and local tiers. Regional KOLs often carry more weight with practising doctors in their area than national names.

Ways to engage

  • Advisory boards with a genuine scientific question to answer.
  • Faculty roles for CME webinars and symposia.
  • Authoring or reviewing educational content.
  • Investigator roles in studies run through proper channels.

Every engagement should have a documented legitimate need, a written contract, fair-market-value payment, and a clear deliverable. Payments made to secure prescriptions are inducements, which UCPMP 2024 and codes in other markets prohibit.

Digital KOL programmes

KOLs can host webinars, appear in short educational videos, or contribute to a medical blog on your HCP portal. Make sure:

  • Content is reviewed by medical and regulatory teams before release.
  • Sponsorship is disclosed clearly.
  • KOLs are not asked to promote prescription brands to the public on their personal social accounts.

What to avoid

  • Selecting KOLs purely for follower counts.
  • Vague "consultancy" arrangements without deliverables.
  • Scripts that put promotional claims in a KOL's mouth that your own approved material could not make.

Our KOL marketing service covers identification, briefing and content production within these limits.

Product Launch Strategy

A launch is the period when awareness can be built fastest and when mistakes are hardest to undo. Plan digital work at least six months ahead, because medical-legal review, KOL contracts and portal builds all take longer than brand teams expect.

Pre-launch (before approval)

Before marketing authorisation, you generally cannot promote the product. You can usually:

  • Run unbranded disease awareness activity aimed at HCPs.
  • Conduct scientific exchange through medical affairs.
  • Build the HCP portal, CRM segments and content templates ready to switch on.
  • Recruit faculty for launch webinars.

Check with regulatory affairs exactly what pre-launch activity is permitted in each market.

Launch phase

A launch plan typically includes:

WorkstreamDeliverables
Field forceDetailing aid, training, objection handling
Digital HCPPortal section, launch email series, webinar
MedicalClinical summary, FAQs, medical information script
KOLAdvisory board, launch symposium faculty
TradeStock availability, chemist communication
MeasurementBaselines, dashboards, review cadence

Sequence it so doctors hear from reps and digital channels within the same fortnight. A doctor who reads about a product online but cannot find it at the local chemist loses interest quickly, so coordinate with supply.

Messaging

Lead with the clinical problem the product addresses and the evidence. Include fair balance: indications, key safety information and a route to full prescribing information. Under UCPMP 2024, claims must be supported by evidence and words such as "safe" and "new" are restricted; check the current wording rules before finalising copy.

Post-launch (months 3 to 12)

  • Track awareness and trial among target segments.
  • Publish real-world data only when properly generated and reviewed.
  • Refresh content every quarter with new evidence or use cases.
  • Collect HCP feedback through reps and short surveys.

Common launch mistakes

Launching the portal after the field force has already started. Overloading doctors with emails in the first month. Ignoring adverse event reporting obligations in digital channels — every channel that receives comments or messages needs a process to capture and route possible adverse events to pharmacovigilance.

Regulatory Compliance

Compliance is the foundation of any pharma marketing guide. The summary below describes the main frameworks in general terms. It is not legal advice; rules are updated, and their application depends on product classification and market. Always confirm with regulatory affairs and counsel.

India

  • UCPMP 2024: covers promotional claims, gifts, samples, travel and hospitality, CME and relationships with HCPs. Companies are expected to have an ethics committee and complaint handling, with the code administered through industry associations and the Department of Pharmaceuticals.
  • Drugs and Cosmetics Act 1940 and Rules: prescription drugs (such as those in Schedules H, H1 and X) are not to be promoted to the public, and the Rules list diseases for which no drug may claim to prevent or cure.
  • Drugs and Magic Remedies (Objectionable Advertisements) Act 1954: prohibits advertisements claiming to treat specified diseases and conditions.
  • NMC professional conduct regulations: govern what doctors may accept from industry, which affects how you design HCP engagement.
  • ASCI code: applies to advertising generally, including OTC and health products.
  • DPDP Act 2023: consent and data handling for HCP and patient data.

United States

The FDA's Office of Prescription Drug Promotion (OPDP) oversees prescription drug promotion. DTC advertising is allowed but must present fair balance between benefits and risks and meet requirements for risk information. Social media and search ads face the same fair balance expectations, which is why space-limited formats are difficult for prescription brands. HIPAA applies to patient data handled by covered entities and their business associates.

United Kingdom and EU

In the UK, advertising of prescription-only medicines to the public is prohibited. The MHRA regulates advertising, and the ABPI Code of Practice, administered by the PMCPA, sets industry standards for promotion to health professionals, including on digital channels. Across the EU, DTC advertising of prescription medicines is prohibited under EU law, with national codes from industry bodies adding further detail.

Build compliance into the workflow

  1. Every asset goes through medical, regulatory and legal review before use.
  2. Keep a log of approvals with version and expiry dates.
  3. Re-certify materials periodically.
  4. Train agencies on the codes that apply to your brands.
  5. Set up adverse event capture for every digital channel.

A good agency partner should ask for your review process on day one, not after the first asset is ready.

Content Marketing for Pharma

Content is the main tool pharma marketers have left now that hospitality and gifts are tightly limited. Done well, it gives doctors a reason to come back to your channels and gives patients reliable information. Done badly, it becomes a stream of promotional leaflets that nobody reads.

Two content streams

HCP content (promotional or scientific, behind verification where required):

  • Evidence summaries, journal club notes and guideline updates.
  • Clinical case discussions led by specialists.
  • Practical tools: dosing tables, patient counselling checklists.
  • Recorded webinars and short CME modules.

Public and patient content (non-promotional, unbranded where it relates to prescription therapy):

  • Disease awareness: symptoms, when to see a doctor, risk factors.
  • Living-with-condition guides: diet, exercise, monitoring, adherence.
  • Regional-language explainers and short videos.

Keep the two streams on clearly separated sections or properties so public visitors are not served prescription promotion.

Editorial process

  1. Plan topics from field-force questions, medical information queries and search data.
  2. Brief writers with approved references.
  3. Medical review for accuracy.
  4. Regulatory and legal review for compliance.
  5. Publish with author, reviewer and date shown.
  6. Review annually or when evidence changes.

This takes longer than consumer content marketing. Plan a quarterly calendar rather than weekly reactive posting.

SEO for disease awareness

Search engines treat health content as YMYL, so authorship and accuracy matter. Disease awareness pages answering real patient questions in local languages can build substantial organic traffic and support doctor visits indirectly. Our content strategy service and the healthcare content marketing guide go deeper on planning and optimisation.

What to avoid

  • Disguising brand promotion as disease awareness — regulators look at the overall impression, not just whether the brand name appears.
  • Comparative claims against competitors without robust evidence.
  • Recycling international content without checking local approval status and indications.

Social Media Strategy

Social media is the most sensitive channel for pharma because content is public, shareable and attracts comments you do not control. That does not mean avoiding it; it means choosing the right purpose for each platform.

Platform roles

PlatformBest used for
LinkedInCorporate reputation, scientific updates, HCP and talent audiences
YouTubeDisease awareness videos, recorded webinars (HCP-gated where needed)
Instagram and FacebookCorporate brand, CSR, OTC and consumer health brands, disease awareness
X (Twitter)Scientific and conference updates, with caution
WhatsAppOpt-in HCP communication, patient support programmes

Prescription brand promotion generally stays off open public social platforms in markets that prohibit DTC advertising.

Corporate and employer content

Company pages can share research milestones, manufacturing quality, CSR work, employee stories and awareness days. This content builds reputation with doctors, investors and job candidates without product promotion risk. LinkedIn management is usually the first priority for pharma companies selling to HCPs.

Comment moderation and adverse events

Any account that allows comments needs:

  • A moderation policy published on the page.
  • Daily monitoring, with weekend cover.
  • A process to identify possible adverse event reports and pass them to pharmacovigilance within required timelines.
  • Standard replies that redirect medical questions to a medical information line.

Employees and doctors on social

Employees sharing product information on personal accounts can create promotional content the company is responsible for. Issue a social media policy, train staff, and provide pre-approved corporate content they can share.

Doctors who post about your products are a separate issue. If they are paid or supported by you, the relationship must be disclosed, and they should not be used as a channel for public promotion of prescription medicines.

What to measure

Follower quality (proportion of HCPs where measurable), engagement on scientific content, webinar sign-ups from social, and sentiment. Vanity metrics such as total likes say little about pharma outcomes.

Conference Marketing

Medical conferences remain one of the few places where pharma companies can meet large numbers of specialists face to face. UCPMP 2024 changed how companies can support HCP attendance — restricting travel and hospitality for HCPs and routing sponsorship of CME through more transparent arrangements — so the value now lies in what you offer at the event, not in who you fly there.

Before the conference

  • Confirm what sponsorship and participation are permitted under current codes for that event and market.
  • Plan your scientific content: posters, symposia, booth materials, all approved in advance.
  • Brief KOL faculty with approved slides and clear boundaries on off-label discussion.
  • Announce your symposium or booth activities to opted-in HCPs by email and LinkedIn.

At the event

A booth should be useful, not just branded:

  • Short, timed demonstrations of tools or devices.
  • Access to the latest evidence summaries via QR codes leading to your HCP portal.
  • Medical science liaisons available for scientific questions.
  • Consent-based lead capture that records what the doctor is interested in.

Keep giveaways within the limits of the applicable code. In many cases, a well-designed clinical reference card is more appreciated than a branded gadget.

Digital amplification

  • Live updates on LinkedIn from the company page (scientific highlights, not promotional claims).
  • Short interviews with faculty, reviewed before publication.
  • Recorded sessions, where faculty consent and rules allow, added to the HCP portal for those who could not attend.

Our medical conference PR service helps plan coverage and content around major meetings.

After the conference

The value is lost if follow-up is slow. Within a week:

  1. Send each captured contact the material they asked for.
  2. Pass scientific queries to medical affairs.
  3. Share session recordings or summaries with the wider HCP list.
  4. Brief reps on which doctors visited and what interested them.

Measuring conference value

Count qualified HCP interactions, consented contacts captured, symposium attendance, post-event content views and follow-up meetings booked. Compare cost per qualified interaction across conferences to decide where to invest next year.

Measuring Pharma Marketing ROI

Measuring ROI in pharma is harder than in most healthcare marketing because sales happen through doctors, chemists and distributors, not on your website. You rarely see a straight line from an email to a prescription. The answer is to measure in layers and to agree definitions with finance before the campaign starts.

Four layers of measurement

LayerExample metrics
ReachHCPs reached by segment, impressions on verified HCP networks
EngagementPortal visits, webinar attendance, content downloads, email clicks
BehaviourSample requests, rep meeting requests, enrolment in patient programmes
BusinessPrescription or secondary sales trends in engaged vs comparable segments

The first two are easy to track and often over-reported. The third and fourth are what leadership cares about.

Linking engagement to sales

Use secondary sales or prescription audit data where available and lawful, and compare territories or segments with high digital engagement to similar ones with low engagement. This is not a perfect controlled experiment, but it is far better than claiming credit for all growth. Where possible, run planned tests: introduce a programme in some territories first and compare.

Cost metrics

  • Cost per engaged HCP (not per reach).
  • Cost per webinar attendee who attends more than once.
  • Cost per qualified conference interaction.
  • Field force time saved through remote detailing.

Reporting rhythm

Monthly dashboards for engagement, quarterly reviews against business outcomes, and an annual review that decides which channels and KOL programmes continue.

Pitfalls

Do not count total email opens as success. Do not use patient-level data without a lawful basis. Do not compare channels with very different audiences as if they were equivalent.

Choosing a partner

Pharma digital work needs an agency that understands review cycles, adverse event handling and HCP data consent, as well as creative and media. Branding Pioneers supports pharmaceutical companies with HCP digital programmes, LinkedIn and content; see our pharma digital marketing page or request a free consultation.

Questions

Questions this guide answers.

Can pharmaceutical companies advertise prescription drugs to the public in India?

Generally no. The Drugs and Cosmetics Rules restrict promotion of prescription medicines to the public, and the Drugs and Magic Remedies Act prohibits advertisements for specified conditions. Companies can usually run unbranded disease awareness and promote OTC products within ASCI and other rules. Confirm the specific position for each product with your regulatory affairs team and legal counsel.

What does UCPMP 2024 change for pharma digital marketing?

UCPMP 2024 tightens rules on gifts, travel, hospitality, samples and continuing medical education for healthcare professionals, and expects evidence-based, balanced promotional claims. It also requires internal ethics committees and complaint handling. In practice, engagement must rely on useful information and education, which makes HCP portals, webinars and well-reviewed content more important.

How long does it take to see results from pharma digital marketing?

Engagement metrics such as portal visits and webinar attendance can be measured within the first few months. Changes in prescribing behaviour usually take longer, often two or more quarters, because doctors adopt therapies gradually and sales flow through distributors and chemists. Agree on interim engagement goals and longer-term business measures before launch.

How much should a pharma company budget for digital marketing?

Budgets vary widely by portfolio, therapy area and the size of the field force. A sensible approach is to fund one owned channel, one direct channel and one reach channel properly, plus medical-legal review time and content production, rather than spreading thin across many platforms. Review allocation quarterly based on cost per engaged HCP.

Is LinkedIn useful for pharma marketing?

Yes, especially for reaching specialists, hospital administrators and KOLs, and for corporate reputation and recruitment. LinkedIn allows targeting by job title and industry, which suits HCP audiences. Promotional content about prescription products must still follow the codes that apply in each market, and comments must be monitored for possible adverse event reports.

How do we handle adverse events reported on social media?

Every channel that accepts comments or messages needs a monitoring process, trained moderators and a route to pass potential adverse event reports to pharmacovigilance within required timelines. Define what counts as a reportable event, keep records, and include weekends in monitoring cover. Agencies managing your accounts should be trained on this process.

What should we look for in a pharma marketing agency?

Look for experience with medical-legal-regulatory review, knowledge of UCPMP 2024 and relevant international codes, a documented adverse event process, and the ability to produce scientific content for HCPs as well as creative. Ask how they handle HCP data consent and how they measure outcomes beyond reach and clicks.

Healthcare Marketing Budget Guide — guide cover

Free companion download

Healthcare Marketing Budget Guide

How much to spend, where to spend it, and what to measure.

  • How to split budget across SEO, ads and content
  • Planning templates for single clinics and hospitals
  • What to measure every month
  • Work-backwards budget calculator (worked, illustrative example)

13 pages · Planning templates · channel splits · monthly metrics

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Practical notes & supporting evidence

More detail for your next decision.

A practical reference for this page
  1. Start herePharma Digital Marketing: The Complete Guide

  2. Establish contextUse the published scope and relevant source material

  3. Choose the next stepFollow the linked resource and assign an owner

Putting Pharma Digital Marketing: The Complete Guide into practice

Use Pharma Digital Marketing: The Complete Guide as a working reference for the specific task described in the guide. Identify the accounts, content and people involved before following the steps. Keep each recommendation connected to your own evidence and record any assumptions that need to be checked with the practice.

Design the website around a real patient task

Start with the task a visitor needs to complete. Finding a treatment, checking a clinician’s background, identifying a location and asking for an appointment are related tasks, but they need different information. Make those paths visible in the navigation and on the relevant service pages. A good brief includes the content and the operational destination of each action: who receives the form, what happens after submission and how a visitor obtains help when the first contact route fails.

Desktop screens help explain page hierarchy, but they cannot establish the quality of the mobile experience. Check readable text, tap targets, menu behaviour and form validation on a phone. Long doctor biographies and treatment descriptions should remain easy to scan without hiding important details in decorative interactions. When a collection shows both desktop and mobile artwork, compare the priority of information across them. The mobile layout should preserve useful content rather than simply shrink the desktop composition.

From visual approval to a checked release

A launch review should cover content ownership, approved contact information, working forms, redirects and the URLs that search engines are expected to index. If a site replaces an existing website, map important old pages to appropriate new destinations. Check titles, descriptions, canonicals and internal links against the actual released URLs. Keep the review list separate from the visual approval: a polished mockup does not prove that a live booking form, analytics event or redirect behaves correctly.

Document the difference between a design study, a delivered website and a live capture. A design study explains a proposed experience. A live capture records what the site looked like when it was captured. Neither alone establishes an improvement in appointment conversion. For an outcome comparison, use a defined period and consistent event definitions, then reconcile digital enquiries with attended appointments where the practice can do so. Performance and accessibility checks should be repeatable after future content edits, not only at the first launch.

Choose the resource that matches your next decision

Begin with the question you need to answer, then choose the most appropriate destination in this collection. A guide explains a method, a checklist supports a repeatable review, a calculator explores assumptions and a case file documents a particular engagement. Reading them as interchangeable resources can create confusion. If you need to brief a supplier, start with the relevant service or framework. If you need to assess evidence, start with the source reports and the limits stated alongside the example.

Use the collection to narrow the investigation rather than adding every possible task to a marketing plan. Identify the stage where progress is blocked: discovery, understanding the service, making contact, arranging an appointment or following up. Choose a resource that addresses that stage and keep a short note of the evidence you need. A focused review is easier to act on than a long list of unrelated recommendations, particularly when clinical approvals and operational changes involve different people.

Apply the material to your own practice

Document the local conditions before adopting an example. Include the service mix, available clinicians, languages, appointment process and existing digital assets. A method used by a hospital network may need to be simplified for a solo practice; a single-clinic process may need explicit location ownership when used by a chain. Keep those adaptations visible in the brief. The resource provides a way to organise the work, while your own records establish whether its assumptions fit.

Assign a person to each next action and define how completion will be checked. Editorial tasks need content and approval ownership, technical tasks need a release review and measurement tasks need a named source account. Keep evidence attached to the relevant decision instead of relying on a general claim that the programme is performing well. Revisit the plan when the service, market or operational capacity changes. The related links on this page let you move from an overview into the detail needed for that next action.

Max@Home — website summary
Supporting client example: Max@Home · Website. See the linked case file for the source context.